Tootfinder

unicodelang: Languages spoken by country (2015)
A bipartite network of languages and the countries in which they are spoken, as estimated by Unicode. Edges are weighted by the proportion of the given country's population that is literate in a particular language.
This network has 868 nodes and 1255 edges.
Tags: Informational, Relatedness, Weighted
…

On the Antiferromagnetic$\unicode{x2013}$Ferromagnetic Phase Transition in Pinwheel Artificial Spin Ice
Anders Str{\o}mberg, Einar Digernes, Rajesh Vilas Chopdekar, Jostein Grepstad, Erik Folven
https://arxiv.org/abs/2404.03973

On the Antiferromagnetic$\unicode{x2013}$Ferromagnetic Phase Transition in Pinwheel Artificial Spin Ice
Nanopatterned magnetic thin films offer a platform for exploration of tailored magnetic properties such as emergent long-range order. A prominent example is artificial spin ice (ASI), where an arrangement of nanoscale magnetic elements, acting as macrospins, interact via their dipolar fields. In this study, we discuss the transition from antiferromagnetic (AF) to ferromagnetic (FM) long-range order in a square lattice ASI, as the magnetic elements are gradually rotated through 45° to a "pinwhe…

NFDは日本語の問題というわけでもないのよね。éにもNFDとNFCの両方のコードがある。
https://www.compart.com/en/unicode/U 00E9

NH State Rep. Steven Smith probably supports emojis in Unicode, which is sehr abhorrent

“When it came to East Asian scripts, Unicode reduced and flattened; when it came to circumflexed Latin letters, redundancies were readily accommodated.” https://www.computer.org/csdl/magazine/an/5555/01/10384703/1Tzw2RMKEko

There’s a special circle of hell for the “This file contains ambigious Unicode characters” overlay on @…
No, it doesn’t, it uses proper curly quotes and other typographically-correct punctuation in comments and strings.
Thought we’d fixed this in Forgejo but apparently not?
Really making me not want to link to my source code on Codeberg an…

app/examples/markdown-preview/index.page.js at parameter-objects
app - A web development kit that’s small, purrs, and loves you.

Active Statistical Inference
Tijana Zrnic, Emmanuel J. Cand\`es
https://arxiv.org/abs/2403.03208 https://arxiv.org/pdf/2403.03208

Active Statistical Inference
Inspired by the concept of active learning, we propose active inference$\unicode{x2013}$a methodology for statistical inference with machine-learning-assisted data collection. Assuming a budget on the number of labels that can be collected, the methodology uses a machine learning model to identify which data points would be most beneficial to label, thus effectively utilizing the budget. It operates on a simple yet powerful intuition: prioritize the collection of labels for data points where th…

unch 😗: Hides message with invisible Unicode characters https://github.com/dwisiswant0/unch

This https://arxiv.org/abs/2307.02711 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_mat…

On the $\operatorname{rix}$ statistic and valley-hopping
This paper studies the relationship between the modified Foata$\unicode{x2013}$Strehl action (a.k.a. valley-hopping)$\unicode{x2014}$a group action on permutations used to demonstrate the $γ$-positivity of the Eulerian polynomials$\unicode{x2014}$and the number of rixed points $\operatorname{rix}$$\unicode{x2014}$a recursively-defined permutation statistic introduced by Lin in the context of an equidistribution problem. We give a linear-time iterative algorithm for computing the set of rixed p…

2021 retro-link! https://baturin.org/blog/life-before-unicode/ - Life before Unicode in Russia.

“When it came to East Asian scripts, Unicode reduced and flattened; when it came to circumflexed Latin letters, redundancies were readily accommodated.” https://www.computer.org/csdl/magazine/an/5555/01/10384703/1Tzw2RMKEko

TIL #distrobox adds a nice 📦 symbol into PS.

This https://arxiv.org/abs/2305.19310 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_…

The Merian Survey: Design, Construction, and Characterization of a Filter Set Optimized to Find Dwarf Galaxies and Measure their Dark Matter Halo Properties with Weak Lensing
The Merian survey is mapping $\sim$ 850 degrees$^2$ of the Hyper Suprime-Cam Strategic Survey Program (HSC-SSP) wide layer with two medium-band filters on the 4-meter Victor M. Blanco telescope at the Cerro Tololo Inter-American Observatory, with the goal of carrying the first high signal-to-noise (S/N) measurements of weak gravitational lensing around dwarf galaxies. This paper presents the design of the Merian filter set: N708 ($λ_c = 7080 \unicode{x212B}$, $Δλ= 275\unicode{x212B}$) and N5…

Hey @… you’ve got some Unicode breakage going on:

This https://arxiv.org/abs/2312.10893 has been replaced.
link: https://scholar.google.com/scholar?q=a

The Metacognitive Demands and Opportunities of Generative AI
Generative AI (GenAI) systems offer unprecedented opportunities for transforming professional and personal work, yet present challenges around prompting, evaluating and relying on outputs, and optimizing workflows. We argue that metacognition$\unicode{x2013}$the psychological ability to monitor and control one's thoughts and behavior$\unicode{x2013}$offers a valuable lens to understand and design for these usability challenges. Drawing on research in psychology and cognitive science, and recent…

Active Statistical Inference
Tijana Zrnic, Emmanuel J. Cand\`es
https://arxiv.org/abs/2403.03208 https://arxiv.org/pdf/2403.03208

Active Statistical Inference
Inspired by the concept of active learning, we propose active inference$\unicode{x2013}$a methodology for statistical inference with machine-learning-assisted data collection. Assuming a budget on the number of labels that can be collected, the methodology uses a machine learning model to identify which data points would be most beneficial to label, thus effectively utilizing the budget. It operates on a simple yet powerful intuition: prioritize the collection of labels for data points where th…

Today I learned about the Apple Font Tools [1], but the reason I'm writing this toot, and marked it with a MARCHintosh tag, is because the PDF document tutorial… has screenshots of MacOS 9 in it!
[1]: https://developer.apple.com/download/all/?q=font

Spectroscopic Investigation of Nebular Gas (SING): Instrument Design, Assembly and Calibration
Bharat Chandra P, Binukumar G. Nair, Shubham Jankiram Ghatul, Shubhangi Jain, S. Sriram, Mahesh Babu S., Rekhesh Mohan, Margarita Safonova, Jayant Murthy, Mikhail Sachkov
https://arxiv.org/abs/2404.17653<…

Spectroscopic Investigation of Nebular Gas (SING): Instrument Design, Assembly and Calibration
The Spectroscopic Investigation of Nebular Gas (SING) is a near-ultraviolet (NUV) low-resolution spectrograph payload designed to operate in the NUV range, 1400 $\unicode{x212B}$ -- 2700 $\unicode{x212B}$, from a stable space platform. SING telescope has a primary aperture of 298 mm, feeding the light to the long-slit UV spectrograph. SING has a field of view (FOV) of 1$^{\circ}$, achieving a spatial resolution of 1.33 arc minute and spectral resolution of 3.7 $\unicode{x212B}$ ($R\sim600$) at …

This https://arxiv.org/abs/2402.12449 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_hepp…

Equivariant, Safe and Sensitive$\unicode{x2013}$Graph Networks for New Physics
This study introduces a novel Graph Neural Network (GNN) architecture that leverages infrared and collinear (IRC) safety and equivariance to enhance the analysis of collider data for Beyond the Standard Model (BSM) discoveries. By integrating equivariance in the rapidity-azimuth plane with IRC-safe principles, our model significantly reduces computational overhead while ensuring theoretical consistency in identifying BSM scenarios amidst Quantum Chromodynamics backgrounds. The proposed GNN arch…

This https://arxiv.org/abs/2307.02711 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_mat…

On the $\operatorname{rix}$ statistic and valley-hopping
This paper studies the relationship between the modified Foata$\unicode{x2013}$Strehl action (a.k.a. valley-hopping)$\unicode{x2014}$a group action on permutations used to demonstrate the $γ$-positivity of the Eulerian polynomials$\unicode{x2014}$and the number of rixed points $\operatorname{rix}$$\unicode{x2014}$a recursively-defined permutation statistic introduced by Lin in the context of an equidistribution problem. We give a linear-time iterative algorithm for computing the set of rixed p…

Viikolla kopioin netistä teknisiä tietoja tekstitiedostoon mistä sitten pienellä 'use re' ja 'use csv' pyöräytin taulukkoon.
Hetki meni ihmetellessä miksi jotkut lämpötilakentät eivät tunnistu numeroarvoina vaan jäävät " 2 °C" näköiseksi merkkijonoiksi. Onneksi on 'uniname'-ohjelma, jolla totuus paljastui.
Siitä huolimatta, #unicode on kuitenkin positi…

unicodelang: Languages spoken by country (2015)
A bipartite network of languages and the countries in which they are spoken, as estimated by Unicode. Edges are weighted by the proportion of the given country's population that is literate in a particular language.
This network has 868 nodes and 1255 edges.
Tags: Informational, Relatedness, Weighted
…

Vor Unicode die Bibliografiekonvention bei japanischsprachigen Einträgen: beinhart alles in Lateinschrift transliteriert.
Heute: zusätzlich zur Transliteration auch alles in japanischen Schriftzeichen angeben, und zwar nicht den ganzen Eintrag erst so, dann so, sondern fein säuberlich in Segmente (Autor, Titel, usw.) zergliedert. So will es der Verlag.
Früher: Aufwand pro Eintrag maximal 2 Minuten. Heute: gut 10 Minuten.

One step closer to nice _animated_ plots/dataviz in the terminal (here only 8 unicode box drawing characters and 110 handmade additive color blend rules for 15 ANSI colors, still refining white handling)...
cc/ @…
#DataViz

Sacked #Gizmodo worker stayed undetected in their #Slack for months by changing his name to 'Slackbot' 😂🤣😭💀
But really it's a unicode attack again. When will we learn?

Deciding Boolean Separation Logic via Small Models (Technical Report)
Tom\'a\v{s} Dac\'ik, Adam Rogalewicz, Tom\'a\v{s} Vojnar, Florian Zuleger
https://arxiv.org/abs/2403.18999

Deciding Boolean Separation Logic via Small Models (Technical Report)
We present a novel decision procedure for a fragment of separation logic (SL) with arbitrary nesting of separating conjunctions with boolean conjunctions, disjunctions, and guarded negations together with a support for the most common variants of linked lists. Our method is based on a model-based translation to SMT for which we introduce several optimisations$\unicode{x2013}$the most important of them is based on bounding the size of predicate instantiations within models of larger formulae, wh…

unicodelang: Languages spoken by country (2015)
A bipartite network of languages and the countries in which they are spoken, as estimated by Unicode. Edges are weighted by the proportion of the given country's population that is literate in a particular language.
This network has 868 nodes and 1255 edges.
Tags: Informational, Relatedness, Weighted
…

2022 retro-link! https://nolanlawson.com/2022/04/08/the-struggle-of-using-native-emoji-on-the-web/ - The struggle of using native emoji on the web.

This https://arxiv.org/abs/2402.07588 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_csGT_…

Rethinking Scaling Laws for Learning in Strategic Environments
The deployment of ever-larger machine learning models reflects a growing consensus that the more expressive the model$\unicode{x2013}$and the more data one has access to$\unicode{x2013}$the more one can improve performance. As models get deployed in a variety of real world scenarios, they inevitably face strategic environments. In this work, we consider the natural question of how the interplay of models and strategic interactions affects scaling laws. We find that strategic interactions can br…

This https://arxiv.org/abs/2401.08876 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_csHC_…

Evaluating the Utility of Conformal Prediction Sets for AI-Advised Image Labeling
As deep neural networks are more commonly deployed in high-stakes domains, their lack of interpretability makes uncertainty quantification challenging. We investigate the effects of presenting conformal prediction sets$\unicode{x2013}$a method for generating valid confidence sets in distribution-free uncertainty quantification$\unicode{x2013}$to express uncertainty in AI-advised decision-making. Through a large online experiment, we compare the utility of conformal prediction sets to displays o…

This https://arxiv.org/abs/2305.17288 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_mat…

Demystifying Latschev's Theorem: Manifold Reconstruction from Noisy Data
For a closed Riemannian manifold $\mathcal{M}$ and a metric space $S$ with a small Gromov$\unicode{x2013}$Hausdorff distance to it, Latschev's theorem guarantees the existence of a sufficiently small scale $β>0$ at which the Vietoris$\unicode{x2013}$Rips complex of $S$ is homotopy equivalent to $\mathcal{M}$. Despite being regarded as a stepping stone to the topological reconstruction of Riemannian manifolds from a noisy data, the result is only a qualitative guarantee. Until now, it had been …

Is there a way to output a unicode character from Karabiner on #macOS?
I'm trying to see if Karabiner could be used to have a Compose Key in macOS which would be much friendlier than the Character Viewer -> Latin -> try to find the right character.

Fusion of deterministically generated photonic graph states
Philip Thomas, Leonardo Ruscio, Olivier Morin, Gerhard Rempe
https://arxiv.org/abs/2403.11950 h…

Fusion of deterministically generated photonic graph states
Entanglement has evolved from an enigmatic concept of quantum physics to a key ingredient of quantum technology. It explains correlations between measurement outcomes that contradict classical physics, and has been widely explored with small sets of individual qubits. Multi-partite entangled states build up in gate-based quantum-computing protocols, and $\unicode{x2013}$ from a broader perspective $\unicode{x2013}$ were proposed as the main resource for measurement-based quantum-information pro…

unicodelang: Languages spoken by country (2015)
A bipartite network of languages and the countries in which they are spoken, as estimated by Unicode. Edges are weighted by the proportion of the given country's population that is literate in a particular language.
This network has 868 nodes and 1255 edges.
Tags: Informational, Relatedness, Weighted
…

Fantastic illustration of a character encoding problem /from http://www.unicode.org/wg2/docs/n4796-CJKComplexSymbol.pdf /via @…

You’d think that in 2024 you’d have an easier way to enter a true minus sign glyph (−) instead of a dash (-) in Linux.
And this isn’t just one for typography geeks either, it’s an accessibility issue.
Imagine you have a minus button in a web form. A screenreader would read it as a dash button unless you used the proper character. (The workaround, of course, is to use aria-label.)
#typography

Consistency of Value of Information: Effects of Packet Loss and Time Delay in Networked Control Systems Tasks
Touraj Soleymani, John S. Baras, Siyi Wang, Sandra Hirche, Karl H. Johansson
https://arxiv.org/abs/2403.11932

Consistency of Value of Information: Effects of Packet Loss and Time Delay in Networked Control Systems Tasks
In this chapter, we study the consistency of the value of information$\unicode{x2014}$a semantic metric that claims to determine the right piece of information in networked control systems tasks$\unicode{x2014}$in a lossy and delayed communication regime. Our analysis begins with a focus on state estimation, and subsequently extends to feedback control. To that end, we make a causal tradeoff between the packet rate and the mean square error. Associated with this tradeoff, we demonstrate the exi…

This https://arxiv.org/abs/2401.06092 has been replaced.
initial toot: https://mastoxiv.page/@a…

A first-principles thermodynamic model for the Ba$\unicode{x2013}$Zr$\unicode{x2013}$S system in equilibrium with sulfur vapour
The chalcogenide perovskite BaZrS$_3$ has strong visible light absorption and high chemical stability, is nontoxic, and is made from earth-abundant elements. As such, it is a promising candidate material for application in optoelectronic technologies. However the synthesis of BaZrS$_3$ thin-films for characterisation and device integration remains a challenge. Here we use density functional theory and lattice dynamics to calculate the vibrational properties of elemental, binary and ternary mate…

Doing additive blending with box drawing characters & 4bit ANSI colors (in the terminal) is a real headf*ck! This shoulda been muuuch easier, but as so often the case, the most trivial seeming issues are the hardest to crack...
Still need to add blend rules for more color combos, then this will be part of https://thi.ng/text-canvas/…

I just noticed my #Emacs doesn't have 🝶; I can use C-x 8 RET to select LUNAR ECLIPSE (there's no SOLAR??) but I get a white box that says 01F776 inside and now I wonder how many other (potentially useful) unicode chars I don't have.
I'm mostly posting this just to see if anyone else has this character :)

Deciding Boolean Separation Logic via Small Models (Technical Report)
Tom\'a\v{s} Dac\'ik, Adam Rogalewicz, Tom\'a\v{s} Vojnar, Florian Zuleger
https://arxiv.org/abs/2403.18999

Deciding Boolean Separation Logic via Small Models (Technical Report)
We present a novel decision procedure for a fragment of separation logic (SL) with arbitrary nesting of separating conjunctions with boolean conjunctions, disjunctions, and guarded negations together with a support for the most common variants of linked lists. Our method is based on a model-based translation to SMT for which we introduce several optimisations$\unicode{x2013}$the most important of them is based on bounding the size of predicate instantiations within models of larger formulae, wh…

From Adoption to Adaption: Tracing the Diffusion of New Emojis on Twitter
Yuhang Zhou, Xuan Lu, Wei Ai
https://arxiv.org/abs/2402.14187 https://

From Adoption to Adaption: Tracing the Diffusion of New Emojis on Twitter
In the rapidly evolving landscape of social media, the introduction of new emojis in Unicode release versions presents a structured opportunity to explore digital language evolution. Analyzing a large dataset of sampled English tweets, we examine how newly released emojis gain traction and evolve in meaning. We find that community size of early adopters and emoji semantics are crucial in determining their popularity. Certain emojis experienced notable shifts in the meanings and sentiment associ…

unicodelang: Languages spoken by country (2015)
A bipartite network of languages and the countries in which they are spoken, as estimated by Unicode. Edges are weighted by the proportion of the given country's population that is literate in a particular language.
This network has 868 nodes and 1255 edges.
Tags: Informational, Relatedness, Weighted
…

For 4/20, do remember Unicode has nearly a dozen emoji referencing alcohol consumption, a smoking cigarette, yet nothing for Cannabis.

Fast Broadcast in Highly Connected Networks
Shashwat Chandra, Yi-Jun Chang, Michal Dory, Mohsen Ghaffari, Dean Leitersdorf
https://arxiv.org/abs/2404.12930

Fast Broadcast in Highly Connected Networks
We revisit the classic broadcast problem, wherein we have $k$ messages, each composed of $O(\log{n})$ bits, distributed arbitrarily across a network. The objective is to broadcast these messages to all nodes in the network. In the distributed CONGEST model, a textbook algorithm solves this problem in $O(D+k)$ rounds, where $D$ is the diameter of the graph. While the $O(D)$ term in the round complexity is unavoidable$\unicode{x2014}$given that $Ω(D)$ rounds are necessary to solve broadcast in a…

Szeg\H{o} Recurrence for Multiple Orthogonal Polynomials on the Unit Circle
Marcus Vaktn\"as, Rostyslav Kozhan
https://arxiv.org/abs/2404.18666 https:…

Szegő Recurrence for Multiple Orthogonal Polynomials on the Unit Circle
We investigate polynomials that satisfy simultaneous orthogonality conditions with respect to several measures on the unit circle. We generalize the direct and inverse Szegő recurrence relations, identify the analogues of the Verblunsky coefficients, and prove the Christoffel$\unicode{x2013}$Darboux formula. These results stand directly in analogue with the nearest neighbour recurrence relations from the real line counterpart.

A Strong Gravitational Lens Is Worth a Thousand Dark Matter Halos: Inference on Small-Scale Structure Using Sequential Methods
Sebastian Wagner-Carena, Jaehoon Lee, Jeffrey Pennington, Jelle Aalbers, Simon Birrer, Risa H. Wechsler
https://arxiv.org/abs/2404.14487

A Strong Gravitational Lens Is Worth a Thousand Dark Matter Halos: Inference on Small-Scale Structure Using Sequential Methods
Strong gravitational lenses are a singular probe of the universe's small-scale structure $\unicode{x2013}$ they are sensitive to the gravitational effects of low-mass $(<10^{10} M_\odot)$ halos even without a luminous counterpart. Recent strong-lensing analyses of dark matter structure rely on simulation-based inference (SBI). Modern SBI methods, which leverage neural networks as density estimators, have shown promise in extracting the halo-population signal. However, it is unclear whether the …

unicodelang: Languages spoken by country (2015)
A bipartite network of languages and the countries in which they are spoken, as estimated by Unicode. Edges are weighted by the proportion of the given country's population that is literate in a particular language.
This network has 868 nodes and 1255 edges.
Tags: Informational, Relatedness, Weighted
…

First Year of Stellar-Mass Black Hole Observations with the Imaging X-ray Polarimetry Explorer
Nicole Rodriguez Cavero
https://arxiv.org/abs/2402.10371 htt…

First Year of Stellar-Mass Black Hole Observations with the Imaging X-ray Polarimetry Explorer
The Imaging X-ray Polarimetry Explorer (IXPE), launched on December 9, 2021, enables X-ray polarimetric observations with unprecedented sensitivity in the 2-8 keV energy range. X-ray polarization allows us to test accretion disk, corona, and emission models of stellar-mass black holes in X-ray binaries found predominantly in soft and hard states of accretion. Every state is dominated by a combination of thermal disk, coronal, or reflected emission$\unicode{x2014}$each type containing different …

This https://arxiv.org/abs/2312.11320 has been replaced.
link: https://scholar.google.com/scholar?q=a

Incoherent ${\rm J}/ψ$ production at large $|t|$ identifies the onset of saturation at the LHC
We predict that the onset of gluon saturation can be uniquely identified using incoherent ${\rm J}/ψ$ production in Pb$\unicode{x2013}$Pb collisions at currently accessible energies of the LHC. The diffractive incoherent photo-production of a ${\rm J}/ψ$ vector meson off a hadron provides information on the partonic structure of the hadron. Within the Good-Walker approach it specifically measures the variance over possible target configurations of the hadronic colour field. For this process t…

This https://arxiv.org/abs/2401.08876 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_csHC_…

Evaluating the Utility of Conformal Prediction Sets for AI-Advised Image Labeling
As deep neural networks are more commonly deployed in high-stakes domains, their lack of interpretability makes uncertainty quantification challenging. We investigate the effects of presenting conformal prediction sets$\unicode{x2013}$a method for generating valid confidence sets in distribution-free uncertainty quantification$\unicode{x2013}$to express uncertainty in AI-advised decision-making. Through a large online experiment, we compare the utility of conformal prediction sets to displays o…

I just noticed my #Emacs doesn't have 🝶; I can use C-x 8 RET to select LUNAR ECLIPSE (there's no SOLAR??) but I get a white box that says 01F776 inside and now I wonder how many other (potentially useful) unicode chars I don't have.
I'm mostly posting this just to see if anyone else has this character :)

This https://arxiv.org/abs/2310.03769 has been replaced.
link: https://scholar.google.com/scholar?q=a

What to expect from scalar-tensor space geodesy
Scalar-tensor theories with screening mechanisms come with non-linearities that make it difficult to study setups of complex geometry without resorting to numerical simulations. In this article, we use the $\textit{femtoscope}$ code that we introduced in a previous work in order to compute the fifth force arising in the chameleon model in the Earth orbit. We go beyond published works by introducing a departure from spherical symmetry $\unicode{x2014}$ embodied by a mountain on an otherwise sphe…

unicodelang: Languages spoken by country (2015)
A bipartite network of languages and the countries in which they are spoken, as estimated by Unicode. Edges are weighted by the proportion of the given country's population that is literate in a particular language.
This network has 868 nodes and 1255 edges.
Tags: Informational, Relatedness, Weighted
…

Fascinating read about Unicode notions of “character equivalence”
Canonical equivalence: precomposed vs. combining sequences (including Hangul), order of combining marks, legacy codepoints.
Compatibility equivalence: font variants, different spaces, Arabic presentation forms, circled characters, width/size/rotated variations, superscripts/subscripts, East Asian “squared characters”, fractions, and others (it’s completely wild).

Foundations of Value of Information: A Semantic Metric for Networked Control Systems Tasks
Touraj Soleymani, John S. Baras, Sandra Hirche, Karl H. Johansson
https://arxiv.org/abs/2403.11927

Foundations of Value of Information: A Semantic Metric for Networked Control Systems Tasks
In this chapter, we present our recent invention, i.e., the notion of the value of information$\unicode{x2014}$a semantic metric that is fundamental for networked control systems tasks. We begin our analysis by formulating a causal tradeoff between the packet rate and the regulation cost, with an encoder and a decoder as two distributed decision makers, and show that the valuation of information is conceivable and quantifiable grounded on this tradeoff. More precisely, we characterize an equili…

This https://arxiv.org/abs/2308.06981 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_ees…

The Sound Demixing Challenge 2023 $\unicode{x2013}$ Cinematic Demixing Track
This paper summarizes the cinematic demixing (CDX) track of the Sound Demixing Challenge 2023 (SDX'23). We provide a comprehensive summary of the challenge setup, detailing the structure of the competition and the datasets used. Especially, we detail CDXDB23, a new hidden dataset constructed from real movies that was used to rank the submissions. The paper also offers insights into the most successful approaches employed by participants. Compared to the cocktail-fork baseline, the best-performi…

unicodelang: Languages spoken by country (2015)
A bipartite network of languages and the countries in which they are spoken, as estimated by Unicode. Edges are weighted by the proportion of the given country's population that is literate in a particular language.
This network has 868 nodes and 1255 edges.
Tags: Informational, Relatedness, Weighted
…

This https://arxiv.org/abs/2312.10893 has been replaced.
link: https://scholar.google.com/scholar?q=a

The Metacognitive Demands and Opportunities of Generative AI
Generative AI (GenAI) systems offer unprecedented opportunities for transforming professional and personal work, yet present challenges around prompting, evaluating and relying on outputs, and optimizing workflows. We argue that metacognition$\unicode{x2013}$the psychological ability to monitor and control one's thoughts and behavior$\unicode{x2013}$offers a valuable lens to understand and design for these usability challenges. Drawing on research in psychology and cognitive science, and recent…

Fascinating read about Unicode notions of “character equivalence”
Canonical equivalence: precomposed vs. combining sequences (including Hangul), order of combining marks, legacy codepoints.
Compatibility equivalence: font variants, different spaces, Arabic presentation forms, circled characters, width/size/rotated variations, superscripts/subscripts, East Asian “squared characters”, fractions, and others (it’s completely wild).

unicodelang: Languages spoken by country (2015)
A bipartite network of languages and the countries in which they are spoken, as estimated by Unicode. Edges are weighted by the proportion of the given country's population that is literate in a particular language.
This network has 868 nodes and 1255 edges.
Tags: Informational, Relatedness, Weighted
…

This https://arxiv.org/abs/2311.16909 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_sta…

Multinomial belief networks for healthcare data
Healthcare data from patient or population cohorts are often characterized by sparsity, high missingness and relatively small sample sizes. In addition, being able to quantify uncertainty is often important in a medical context. To address these analytical requirements we propose a deep generative Bayesian model for multinomial count data. We develop a collapsed Gibbs sampling procedure that takes advantage of a series of augmentation relations, inspired by the Zhou$\unicode{x2013}$Cong$\unicod…

unicodelang: Languages spoken by country (2015)
A bipartite network of languages and the countries in which they are spoken, as estimated by Unicode. Edges are weighted by the proportion of the given country's population that is literate in a particular language.
This network has 868 nodes and 1255 edges.
Tags: Informational, Relatedness, Weighted
…

Okay #lazyWeb, anyone out there know if there are any #accessibility considerations to keep in mind when styling superscript or subscript text? Talking `<sub>` and `<sup>` HTML elements specifically, rather than unicode characters that "appear" super/subscripted by default in most fonts (e.g. ™).
I'm particularly interested in #typography. Is a 12px or similar font-size acceptable, so long as text contrast and scaling are maintained? Or is it just as problematic here as regular text? #a11y

This https://arxiv.org/abs/2308.06981 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_ees…

The Sound Demixing Challenge 2023 $\unicode{x2013}$ Cinematic Demixing Track
This paper summarizes the cinematic demixing (CDX) track of the Sound Demixing Challenge 2023 (SDX'23). We provide a comprehensive summary of the challenge setup, detailing the structure of the competition and the datasets used. Especially, we detail CDXDB23, a new hidden dataset constructed from real movies that was used to rank the submissions. The paper also offers insights into the most successful approaches employed by participants. Compared to the cocktail-fork baseline, the best-performi…

This https://arxiv.org/abs/2308.06979 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_ees…

The Sound Demixing Challenge 2023 $\unicode{x2013}$ Music Demixing Track
This paper summarizes the music demixing (MDX) track of the Sound Demixing Challenge (SDX'23). We provide a summary of the challenge setup and introduce the task of robust music source separation (MSS), i.e., training MSS models in the presence of errors in the training data. We propose a formalization of the errors that can occur in the design of a training dataset for MSS systems and introduce two new datasets that simulate such errors: SDXDB23_LabelNoise and SDXDB23_Bleeding1. We describe th…