2025-10-15 09:34:01
On equivariant vector bundles on the Fargues--Fontaine curve over a finite extension
Rustam Steingart
https://arxiv.org/abs/2510.12533 https://arxiv.org/pd…
On equivariant vector bundles on the Fargues--Fontaine curve over a finite extension
Rustam Steingart
https://arxiv.org/abs/2510.12533 https://arxiv.org/pd…
Bosses are still mandating RTO: workers are going but on their own terms
https://www.cnbc.com/2025/10/06/bosses-are-still-mandating-rto-workers-are-going-but-on-their-own-terms.html
Switzerland launches a preliminary investigation into whether Apple's terms for granting third-party access to NFC tech on iPhones violate its antitrust laws (Tim Hardwick/MacRumors)
https://www.macrumors.com/2025/12/12/apple-pay-swiss-antitrust-probe-nfc/
Formation of protostars and the launching of stellar core outflows with moving-mesh radiation non-ideal magnetohydrodynamics
Alexander C. Mayer, R\"udiger Pakmor, Thorsten Naab, Oliver Zier, Alexei V. Ivlev, Tommaso Grassi, Paola Caselli, Volker Springel
https://arxiv.org/abs/2510.12620
"simple" in terms of superficial appearance. There's some bloody good cinematography on show here. #TOTP
A universal approach to saddle-point methods in attosecond science
Anne Weber, Job Feldbrugge, Emilio Pisanty
https://arxiv.org/abs/2510.12545 https://arxi…
Sources: the MLS-Apple TV deal will end in 2029, three and a half years earlier than planned; compensation averages $250M for the three remaining full seasons (Sportico)
https://www.sportico.com/leagues/soccer/2025/apple-mls-streaming-contract-cha…
Liouville results for $(p,q)$-Laplacian elliptic equations with source terms involving gradient nonlinearities
Mousomi Bhakta, Anup Biswas, Roberta Filippucci
https://arxiv.org/abs/2510.12486
"Conventionally, the output of an AI is graded in a binary way, rewarding it when it gives a correct response and penalizing it when it gives an incorrect one.
In simple terms, in other words, guessing is rewarded — because it might be right — over an AI admitting it doesn't know the answer, which will be graded as incorrect no matter what.
As a result, through "natural statistical pressures," LLMs are far more prone to hallucinate an answer instead of "ac…
Had a great time presenting our paper “Domain-specific tensor languages” today at #ICFP2025 in Singapore 🇸🇬
The images attached are screenshots from the paper as teasers — diagrams for derivative rules, the Riemann curvature 4-tensor in Einstein’s index notation, and the same in diagram form.
📄 Slides:
Combined effects of particle geometry and applied vibrations on the mechanics and strength of entangled materials
Saeed Pezeshki, Francois Barthelat
https://arxiv.org/abs/2510.09933
On the Formal Metatheory of the Pure Type Systems using One-sorted Variable Names and Multiple Substitutions
Sebasti\'an Urciuoli (Universidad ORT Uruguay)
https://arxiv.org/abs/2510.12300
Color Me Correctly: Bridging Perceptual Color Spaces and Text Embeddings for Improved Diffusion Generation
Sung-Lin Tsai, Bo-Lun Huang, Yu Ting Shen, Cheng Yu Yeo, Chiang Tseng, Bo-Kai Ruan, Wen-Sheng Lien, Hong-Han Shuai
https://arxiv.org/abs/2509.10058
Tight Regret Upper and Lower Bounds for Optimistic Hedge in Two-Player Zero-Sum Games
Taira Tsuchiya
https://arxiv.org/abs/2510.11691 https://arxiv.org/pdf…
PAC-Bayesian Bounds on Constrained f-Entropic Risk Measures
Hind Atbir, Farah Cherfaoui, Guillaume Metzler, Emilie Morvant, Paul Viallard
https://arxiv.org/abs/2510.11169 https:…
Revisiting Trust in the Era of Generative AI: Factorial Structure and Latent Profiles
Haocan Sun, Weizi Liu, Di Wu, Guoming Yu, Mike Yao
https://arxiv.org/abs/2510.10199 https:/…
More birational involutions
Pietro Beri, Laurent Manivel
https://arxiv.org/abs/2509.10130 https://arxiv.org/pdf/2509.10130…
When Openness Fails: Lessons from System Safety for Assessing Openness in AI
Tamara Paris, Shalaleh Rismani
https://arxiv.org/abs/2510.10732 https://arxiv.…
Counting conjugacy classes of elements of finite order in p-compact groups
Jos\'e Cantarero, Bernardo Villarreal
https://arxiv.org/abs/2510.11069 https://
Mordell--Tornheim zeta function: Kronecker limit type formulas and Special values
Sumukha Sathyanarayana, N. Guru Sharan
https://arxiv.org/abs/2510.10093 https://
Discrete Curvatures and Convex Polytopes
Jes\'us A. De Loera, Jillian Eddy, Sawyer Jack Robertson, Jos\'e Alejandro Samper
https://arxiv.org/abs/2510.11894 https://
QM2-branes and the Swampland Distance Conjecture in nine dimensions
Mar\'ia Pilar Garc\'ia del Moral, Camilo las Heras, Alvaro Restuccia
https://arxiv.org/abs/2509.09967
Little Caesars Pizza!Pizza! Pregame Show | Week 15 vs. Raiders https://www.philadelphiaeagles.com/video/little-caesars-pizza-pizza-pregame-show-week-15-vs-raiders-2025-nfl-season
Carleman Estimates and Controllability of Forward Stochastic Parabolic Equations with General Dynamic Boundary Conditions
Said Boulite, Abdellatif Elgrou, Lahcen Maniar, Abdelaziz Rhandi
https://arxiv.org/abs/2510.12345
An information theorist's tour of differential privacy
Anand D. Sarwate, Flavio P. Calmon, Oliver Kosut, Lalitha Sankar
https://arxiv.org/abs/2510.10316 https://
Google and Disney's agreement gives YouTube TV users access to ESPN's full lineup of sports, including ESPN Unlimited, at no additional cost by the end of 2026 (Todd Spangler/Variety)
https://variety.com/2025/tv/news/youtube-tv-disney-bla…
Braise, stew, soup... is a spectrum to some.
Here is the fix: Just call it a #brewp.
No need to fighter over terms.
Local regularity of spacetimes under Ricci curvature and Lie derivative conditions
Bing-Long Chen
https://arxiv.org/abs/2510.09946 https://arxiv.org/pdf/25…
OK, let's be clear about #Autism:
A majority of engineers, including software engineers, are #ActuallyAutistic; I suspect a majority of architects and people who invent new stuff generally are; many people in the creative arts are.
Without
Towards a category-theoretic foundation of Classical and Quantum Information Geometry
Florio M. Ciaglia, Fabio Di Cosmo, Laura Gonz\'alez-Bravo
https://arxiv.org/abs/2509.10262
Proof of the exact diffusion constant via first passage time in quasi-periodic potentials
Ming Gong
https://arxiv.org/abs/2510.10435 https://arxiv.org/pdf/…
Limit cycles and invariant algebraic curves
Armengol Gasull, Paulo Santana
https://arxiv.org/abs/2510.11705 https://arxiv.org/pdf/2510.11705
DIPLODOCUS II: Implementation of transport equations and test cases relevant to micro-scale physics of jetted astrophysical sources
Christopher N. Everett, Marc Klinger-Plaisier, Garret Cotter
https://arxiv.org/abs/2510.12505
Gradient-flowed operator product expansion without IR renormalons
Martin Beneke (TU Munich), Hiromasa Takaura (Kyoto University)
https://arxiv.org/abs/2510.12193 https://…
On the integral simplicial volume of cyclic covers of mapping tori
Federica Bertolotti, Ervin Hadziosmanovic
https://arxiv.org/abs/2510.11651 https://arxiv…
The Doppler boosted LISA response to gravitational waves
Tom van der Steen, Henri Inchausp\'e, Thomas Hertog, Aur\'elien Hees
https://arxiv.org/abs/2509.10038 https://…
HypoGeneAgent: A Hypothesis Language Agent for Gene-Set Cluster Resolution Selection Using Perturb-seq Datasets
Ying Yuan, Xing-Yue Monica Ge, Aaron Archer Waterman, Tommaso Biancalani, David Richmond, Yogesh Pandit, Avtar Singh, Russell Littman, Jin Liu, Jan-Christian Huetter, Vladimir Ermakov
https://arxiv.org/abs/2509.09740
Staggered time discretization in finitely-strained heterogeneous visco-elastodynamics with damage or diffusion in the Eulerian frame
Tom\'a\v{s} Roub\'i\v{c}ek
https://arxiv.org/abs/2510.10355 …
For a few years now I have the impression that Big Tech companies resemble more and more something like ecosystem states but without any functional judicial system. And that horrifies me. Their terms of service which should be their constitutions seem more like a dictatorial permission slip with the ability to denaturalize and disown people.
https:…
Castelnuovo-Mumford Regularity and Combinatorial Invariants of Trees
Ahtsham Ul Haq, Muhammad Usman Rashid, Muhammad Ishaq
https://arxiv.org/abs/2510.11265 https://
foldoc: FOLDOC entries (2002)
A network of hyperlinks among entries in the Free On-line Dictionary of Computing (FOLDOC, www.foldoc.org), an online dictionary of acronyms and technical terms for computers. An edge points from i to j if the term j is referred to in the entry for term i. Edge weight denotes number of uses of the same term.
This network has 13356 nodes and 120238 edges.
Tags: Informational, Web graph, Weighted
Cyclic and alternating $U$-statistics
Svante Janson
https://arxiv.org/abs/2510.12480 https://arxiv.org/pdf/2510.12480…
Origin of pressure-flow non-linearity in two-phase intermittent flow in porous media
Paolo Botticini, Davide Picchi, Santanu Sinha, Alex Hansen
https://arxiv.org/abs/2510.12588 …
Derivation over twisted group ring and its applications
Alvaro Otero Sanchez
https://arxiv.org/abs/2510.09623 https://arxiv.org/pdf/2510.09623
Triangulated Categories Admitting Linear Generators
Marina Godinho, Dave Murphy
https://arxiv.org/abs/2510.12433 https://arxiv.org/pdf/2510.12433
What do the fundamental constants of physics tell us about life?
Pankaj Mehta, Jane Kondev
https://arxiv.org/abs/2509.09892 https://arxiv.org/pdf/2509.0989…
A Class of Functionals on the Sequence Space $s$ Satisfying the Palais-Smale Condition
Kaveh Eftekharinasab
https://arxiv.org/abs/2510.10146 https://arxiv.…
Tiny-R1V: Lightweight Multimodal Unified Reasoning Model via Model Merging
Qixiang Yin, Huanjin Yao, Jianghao Chen, Jiaxing Huang, Zhicheng Zhao, Fei Su
https://arxiv.org/abs/2510.08987
Centralizers of discrete Temperley-Lieb-Jones subfactors
Corey Jones, Emily McGovern
https://arxiv.org/abs/2510.12675 https://arxiv.org/pdf/2510.12675
"Digital Sovereignty" as a term always has the implicit danger of fueling nationalist narratives. We should be finding better terms, I like @… 's "resilient infrastructure" framing.
Just finished "Beasts Made of Night" by Tochi Onyebuchi...
Indirect CW for fantasy police state violence.
So I very much enjoyed Onyebuchi's "Riot Baby," and when I grabbed this at the library, I was certain it would be excellent. But having finished it, I'm not sure I like it that much overall?
The first maybe third is excellent, including the world-building, which is fascinating. I feel like Onyebuchi must have played "Shadow of the Colossus" at some point. Onyebuchi certainly does know how to make me care for his characters.
Some spoilers from here on out...
.
.
.
I felt like it stumbles towards the middle, with Bo's reactions neither making sense in the immediate context, nor in retrospect by the end when we've learned more. Things are a bit floaty in the middle with an unclear picture of what exactly is going on politics-wise and what the motivations are. Here I think there were some nuances that didn't make it to the page, or perhaps I'm just a bit thick and not getting stuff I should be? More is of course revealed by the end, but I still wasn't satisfied with the explanations of things. For example, (spoilers) I don't feel I understand clearly what kind of power the army of aki was supposed to represent within the city? Perhaps necessary to wield the threat of offensive inisisia use? In that case, a single scene somewhere of Izu's faction deploying that tactic would have been helpful I think.
Then towards the end, for me things really started to jumble, with unclear motivations, revelations that didn't feel well-paced or -structured, and a finale where both the action & collapsing concerns felt stilted and disjointed. Particularly the mechanics/ethics of the most important death that set the finale in motion bothered me, and the unexplained mechanism by which that led to what came next? I can read a couple of possible interesting morals into the whole denouement, but didn't feel that any of them were sufficiently explored. Especially if we're supposed to see some personal failing in the protagonist's actions, I don't think it's made clear enough what that is, since I feel his reasons to reject each faction are pretty solid, and if we're meant to either pity or abjure his indecision, I don't think the message lands clearly enough.
There *is* a sequel, which honestly I wasn't sure of after the last page, and which I now very interested in. Beasts is Onyebuchi's debut, which maybe makes sense of me feeling that Riot Baby didn't have the same plotting issues. It also maybe means that Onyebuchi couldn't be sure a sequel would make it to publication in terms of setting up the ending.
Overall I really enjoyed at least 80% of this, but was expecting even better (especially politically) given Onyebuchi's other work, and I didn't feel like I found it.
#AmReading
One-dimensional topological superconductors with nonsymmorphic symmetries
Max Tymczyszyn, Edward McCann
https://arxiv.org/abs/2510.11342 https://arxiv.org/…
P3D: Scalable Neural Surrogates for High-Resolution 3D Physics Simulations with Global Context
Benjamin Holzschuh, Georg Kohl, Florian Redinger, Nils Thuerey
https://arxiv.org/abs/2509.10186
Marcus Theory and The Condon Approximation Revisited I: E-SHAKE and Seam Sampling
D. Vale Cofer-Shabica, Jennifer R. DeRosa, Joseph E. Subotnik
https://arxiv.org/abs/2510.11810 …
A minimal and universal representation of fermionic wavefunctions (fermions = bosons one)
Liang Fu
https://arxiv.org/abs/2510.11431 https://arxiv.org/pdf…
The Strength of Local Structures in Decentralized Network Formation
Jose M. Betancourt
https://arxiv.org/abs/2510.10997 https://arxiv.org/pdf/2510.10997
Linear fractional relative risk aversion
Kristian Behrens, Yasusada Murata
https://arxiv.org/abs/2509.09865 https://arxiv.org/pdf/2509.09865
Fluctuation-guided adaptive random compiler for Hamiltonian simulation
Yu-Xia Wu, Yun-Zhuo Fan, Dan-Bo Zhang
https://arxiv.org/abs/2509.10158 https://arxiv…
Oh. Parece que morreu o John Varley.
Um autor de FC americano de segunda linha com alguns livros publicados em Portugal. Toda a série Gaea (uma trilogia que a Europa-América publicou em 6 volumes) é muito boa.
https://fed.brid.gy/r/https://bsky.app
Bertrand's Representation of the Optimal Detector
Vladimir Lenok
https://arxiv.org/abs/2509.10198 https://arxiv.org/pdf/2509.10198
The Motivic Picard--Lefschetz Formula
Ran Azouri, Emil Jacobsen
https://arxiv.org/abs/2510.12762 https://arxiv.org/pdf/2510.12762
On the quadratic complexity of subsets of $\mathbb{F}_p^n$ of bounded $\mathrm{VC_{2}}$-dimension
C. Terry, J. Wolf
https://arxiv.org/abs/2510.12767 https://
Only one paper telling the truth... is that funny?
https://theonion.com/israel-agrees-to-go-back-to-killing-palestinians-on-less-frequent-basis/
Bleh. Just saw a friend who found out they couldn’t be followed by one of their friends because (unbeknownst to both parties) the moderators of their friend’s instance had defederated from their own instance. All of this, for people who barely know what any of these terms mean. What they experience is, “Two people you’ve never met have a beef you’ve never heard about over an issue you don’t know about, so your friend can’t see you. And there’s no fix.” It’s just terrible all around.
Surfaces and Hypersurfaces with Prescribed Radial Mean Curvature
Marcelo Lopes Ferro, Armando M. V. Corro
https://arxiv.org/abs/2510.11669 https://arxiv.or…
Want a used car that works?
You’d be wise to not get an older Tesla.
In Consumer Reports’ latest ranking for used cars,
the Elon Musk-run automaker came dead last in terms of reliability,
trailing by over forty points from the top spot on a scale between 0 and 100
https://futurism.co…
Local Lipschitz continuity for energy integrals with fast growth and lower order terms
Andrea Torricelli
https://arxiv.org/abs/2510.09142 https://arxiv.org…
Outer length billiards on polygons
Lael Edwards-Costa
https://arxiv.org/abs/2510.11869 https://arxiv.org/pdf/2510.11869
A streamline upwind/Petrov-Galerkin method for the magnetic advection-diffusion problem
Haochen Li, Yangfan Luo, Jindong Wang, Shuonan Wu
https://arxiv.org/abs/2509.09913 https:…
"Labour has also won every time the Senedd has been contested, as it will be again in May. Yet, if the most recent Wales-wide poll holds good, that is set to change. Plaid will instead be the largest party, just ahead of Reform UK, with Labour third. Though still a minority, Plaid would be in government. In Welsh terms, that would be a political earthquake. Perhaps in Britain-wide terms too"
#UKPol
Interacting point processes
Fabrizio Cinque, Enzo Orsingher
https://arxiv.org/abs/2510.12531 https://arxiv.org/pdf/2510.12531
Evolution of moments in atmospheric scintillation
Filippus S. Roux
https://arxiv.org/abs/2509.10171 https://arxiv.org/pdf/2509.10171
Arithmetic Hirzebruch-Zagier divisors and central derivative values of Rankin-Selberg $L$-functions
Jeanine Van Order
https://arxiv.org/abs/2510.10303 https://
The Age-Structured Chemostat with Substrate Dynamics as a Control System
Iasson Karafyllis, Dionysis Theodosis, Miroslav Krstic
https://arxiv.org/abs/2511.09963 https://arxiv.org/pdf/2511.09963 https://arxiv.org/html/2511.09963
arXiv:2511.09963v1 Announce Type: new
Abstract: In this work we study an age-structured chemostat model with a renewal boundary condition and a coupled substrate equation. The model is nonlinear and consists of a hyperbolic partial differential equation and an ordinary differential equation with nonlinear, nonlocal terms appearing both in the ordinary differential equation and the boundary condition. Both differential equations contain a non-negative control input, while the states of the model are required to be positive. Under an appropriate weak solution framework, we determine the state space and the input space for this model. We prove global existence and uniqueness of solutions for all admissible initial conditions and all allowable control inputs. To this purpose we employ a combination of Banach's fixed-point theorem with implicit solution formulas and useful solution estimates. Finally, we show that the age-structured chemostat model gives a well-defined control system on a metric space.
toXiv_bot_toot
H-harmonic reproducing kernels on the ball
Mat\v{e}j Morav\'ik
https://arxiv.org/abs/2510.11821 https://arxiv.org/pdf/2510.11821
Equivariant inverse Kazhdan--Lusztig polynomials of thagomizer matroids
Alice L. L. Gao, Yun Li, Matthew H. Y. Xie
https://arxiv.org/abs/2510.11322 https://
Topological weak containment
Riley Thornton
https://arxiv.org/abs/2510.10882 https://arxiv.org/pdf/2510.10882
Counting Homogeneous Einstein Metrics
Renato G. Bettiol, Hannah Friedman
https://arxiv.org/abs/2509.09830 https://arxiv.org/pdf/2509.09830
Rethinking How We Discuss the Guidance of Student Researchers in Computing
Shomir Wilson
https://arxiv.org/abs/2510.08885 https://arxiv.org/pdf/2510.08885
$L$-functions of elliptic curves in ring class extensions of real quadratic fields via regularized theta liftings
Jeanine Van Order
https://arxiv.org/abs/2510.10277 https://
Stability Estimates for Commutativity Properties of the Dirichlet-to-Neumann Operator
Romain Speciel
https://arxiv.org/abs/2510.08822 https://arxiv.org/pdf…
On the fully analytical cumulative distribution of product of correlated Gaussian random Variables with zero means
Erdinc Akyildirim, Alper Hekimoglu
https://arxiv.org/abs/2509.09866
Riccati-ZORO: An efficient algorithm for heuristic online optimization of internal feedback laws in robust and stochastic model predictive control
Florian Messerer, Yunfan Gao, Jonathan Frey, Moritz Diehl
https://arxiv.org/abs/2511.10473 https://arxiv.org/pdf/2511.10473 https://arxiv.org/html/2511.10473
arXiv:2511.10473v1 Announce Type: new
Abstract: We present Riccati-ZORO, an algorithm for tube-based optimal control problems (OCP). Tube OCPs predict a tube of trajectories in order to capture predictive uncertainty. The tube induces a constraint tightening via additional backoff terms. This backoff can significantly affect the performance, and thus implicitly defines a cost of uncertainty. Optimizing the feedback law used to predict the tube can significantly reduce the backoffs, but its online computation is challenging.
Riccati-ZORO jointly optimizes the nominal trajectory and uncertainty tube based on a heuristic uncertainty cost design. The algorithm alternates between two subproblems: (i) a nominal OCP with fixed backoffs, (ii) an unconstrained tube OCP, which optimizes the feedback gains for a fixed nominal trajectory. For the tube optimization, we propose a cost function informed by the proximity of the nominal trajectory to constraints, prioritizing reduction of the corresponding backoffs. These ideas are developed in detail for ellipsoidal tubes under linear state feedback. In this case, the decomposition into the two subproblems yields a substantial reduction of the computational complexity with respect to the state dimension from $\mathcal{O}(n_x^6)$ to $\mathcal{O}(n_x^3)$, i.e., the complexity of a nominal OCP.
We investigate the algorithm in numerical experiments, and provide two open-source implementations: a prototyping version in CasADi and a high-performance implementation integrated into the acados OCP solver.
toXiv_bot_toot
Random Nonlinear Fusion Frames from Averaged Operator Iterations
James Tian
https://arxiv.org/abs/2509.09927 https://arxiv.org/pdf/2509.09927
An alternative proof of the asymptotic formula for the Fourier coefficients of the elliptic modular $j$-function
Karin Ikeda
https://arxiv.org/abs/2510.10598 https://
Extreme events and impact statistics for unipotent actions on the space of lattices
Jens Marklof, Andreas Str\"ombergsson, Shucheng Yu
https://arxiv.org/abs/2510.11371 http…
Asymptotics of the solution of the Cauchy problem for a singularly perturbed system of hyperbolic equations. Part 2. Initial conditions
Andrey Nesterov
https://arxiv.org/abs/2510.12550
Cohomology theories in the moduli of ring stacks
Dhilan Lahoti, Deven Manam
https://arxiv.org/abs/2510.09582 https://arxiv.org/pdf/2510.09582
Halpern Acceleration of the Inexact Proximal Point Method of Rockafellar
Liwei Zhang, Fanli Zhuang, Ning Zhang
https://arxiv.org/abs/2511.10372 https://arxiv.org/pdf/2511.10372 https://arxiv.org/html/2511.10372
arXiv:2511.10372v1 Announce Type: new
Abstract: This paper investigates a Halpern acceleration of the inexact proximal point method for solving maximal monotone inclusion problems in Hilbert spaces. The proposed Halpern inexact proximal point method (HiPPM) is shown to be globally convergent, and a unified framework is developed to analyze its worst-case convergence rate. Under mild summability conditions on the inexactness tolerances, HiPPM achieves an $\mathcal{O}(1/k^{2})$ rate in terms of the squared fixed-point residual. Furthermore, under additional mild condition, the method retains a fast linear convergence rate. Building upon this framework, we further extend the acceleration technique to constrained convex optimization through the augmented Lagrangian formulation. In analogy to Rockafellar's classical results, the resulting accelerated inexact augmented Lagrangian method inherits the convergence rate and complexity guarantees of HiPPM. The analysis thus provides a unified theoretical foundation for accelerated inexact proximal algorithms and their augmented Lagrangian extensions.
toXiv_bot_toot
Kronecker second limit formula for real quadratic fields
YoungJu Choie, Rahul Kumar
https://arxiv.org/abs/2510.10554 https://arxiv.org/pdf/2510.10554
On the cohomology of homshifts
Nishant Chandgotia, Silv\`ere Gangloff, Benjamin Hellouin de Menibus, Piotr Oprocha
https://arxiv.org/abs/2510.11969 https://
A classification algorithm for reflexive simplices
Marco Ghirlanda
https://arxiv.org/abs/2510.09131 https://arxiv.org/pdf/2510.09131
dHPR: A Distributed Halpern Peaceman--Rachford Method for Non-smooth Distributed Optimization Problems
Zhangcheng Feng, Defeng Sun, Yancheng Yuan, Guojun Zhang
https://arxiv.org/abs/2511.10069 https://arxiv.org/pdf/2511.10069 https://arxiv.org/html/2511.10069
arXiv:2511.10069v1 Announce Type: new
Abstract: This paper introduces the distributed Halpern Peaceman--Rachford (dHPR) method, an efficient algorithm for solving distributed convex composite optimization problems with non-smooth objectives, which achieves a non-ergodic $O(1/k)$ iteration complexity regarding Karush--Kuhn--Tucker residual. By leveraging the symmetric Gauss--Seidel decomposition, the dHPR effectively decouples the linear operators in the objective functions and consensus constraints while maintaining parallelizability and avoiding additional large proximal terms, leading to a decentralized implementation with provably fast convergence. The superior performance of dHPR is demonstrated through comprehensive numerical experiments on distributed LASSO, group LASSO, and $L_1$-regularized logistic regression problems.
toXiv_bot_toot
Iterated sumset expansion in $\mathbb{F}_p^n$
Manik Dhar, Sammy Luo
https://arxiv.org/abs/2510.08857 https://arxiv.org/pdf/2510.08857
S-D-RSM: Stochastic Distributed Regularized Splitting Method for Large-Scale Convex Optimization Problems
Maoran Wang, Xingju Cai, Yongxin Chen
https://arxiv.org/abs/2511.10133 https://arxiv.org/pdf/2511.10133 https://arxiv.org/html/2511.10133
arXiv:2511.10133v1 Announce Type: new
Abstract: This paper investigates the problems large-scale distributed composite convex optimization, with motivations from a broad range of applications, including multi-agent systems, federated learning, smart grids, wireless sensor networks, compressed sensing, and so on. Stochastic gradient descent (SGD) and its variants are commonly employed to solve such problems. However, existing algorithms often rely on vanishing step sizes, strong convexity assumptions, or entail substantial computational overhead to ensure convergence or obtain favorable complexity. To bridge the gap between theory and practice, we integrate consensus optimization and operator splitting techniques (see Problem Reformulation) to develop a novel stochastic splitting algorithm, termed the \emph{stochastic distributed regularized splitting method} (S-D-RSM). In practice, S-D-RSM performs parallel updates of proximal mappings and gradient information for only a randomly selected subset of agents at each iteration. By introducing regularization terms, it effectively mitigates consensus discrepancies among distributed nodes. In contrast to conventional stochastic methods, our theoretical analysis establishes that S-D-RSM achieves global convergence without requiring diminishing step sizes or strong convexity assumptions. Furthermore, it achieves an iteration complexity of $\mathcal{O}(1/\epsilon)$ with respect to both the objective function value and the consensus error. Numerical experiments show that S-D-RSM achieves up to 2--3$\times$ speedup compared to state-of-the-art baselines, while maintaining comparable or better accuracy. These results not only validate the algorithm's theoretical guarantees but also demonstrate its effectiveness in practical tasks such as compressed sensing and empirical risk minimization.
toXiv_bot_toot
Sums of Exponential Terms, Conserved Quantities, and the Real Wave Numbers
Terence R. Smith
https://arxiv.org/abs/2510.07803 https://arxiv.org/pdf/2510.078…
Joint distributions of error terms for primes in arithmetic progressions modulo 11
K\"ubra Benl\.i, Greg Martin, Paul P\'eringuey
https://arxiv.org/abs/2510.05427 https…