Tootfinder

🇺🇦 #NowPlaying on KEXP's #VarietyMix
Bb trickz:
🎵 a la mala
#Bbtrickz
https://open.spotify.com/track/2flvnswo47TtOS8hwm9juy

[Nachbarschaft: https://www.mala-zerin.at]

Las Fiestas Sin Patrón modifican la programación por la mala calidad del aire https://adelantesierra.es/las-fiestas-sin-patron-modifican-su-programacion-por-la-mala-calidad-del-aire-provocada-por-los-incendios/

Kamala Harris is sticking to her own timeline on a 2028 decision (Edward-Isaac Dovere/CNN)
https://www.cnn.com/2026/09/17/politics/kamala-harris-2028-presidential-campaign-democrats
http://www.memeorandum.com/260917/p93#a260917p93

¿Por qué las casas de apuestas que ganan tanto dinero hacen publicidad tan mala?

🇺🇦 #NowPlaying on #BBC6Music's #MaryAnneHobbs
Mala:
🎵 Calle F
#Mala
https://mala-music.bandcamp.com/track/cuba-electronic

From Continuous Dynamics to Practical Gradient-Based Samplers
James Chok
https://arxiv.org/abs/2608.05425 https://arxiv.org/pdf/2608.05425 https://arxiv.org/html/2608.05425
arXiv:2608.05425v1 Announce Type: new
Abstract: Gradient-based Markov chain Monte Carlo methods are often introduced as a catalog of algorithms: Hamiltonian Monte Carlo (HMC), the Metropolis-adjusted Langevin algorithm (MALA), the No-U-Turn Sampler (NUTS), and several underdamped variants. This presentation obscures the common structure of the methods and, more importantly, the reasons why a sampler that is correct in principle may be ineffective in practice. We develop a unified account, beginning with exact continuous-time dynamics that represent idealized sampling methods and for which Metropolis adjustments are not required. Numerical discretization makes the dynamics computationally feasible but introduces bias. Metropolis adjustment removes the asymptotic bias by converting numerical errors into rejection, leading to HMC, MALA, NUTS, and the Metropolis-adjusted kinetic Langevin algorithm (MAKLA).
The second half of the paper presents geometric design choices that determine practical performance, namely, although MAKLA and NUTS have nice theoretical properties, their sampling efficiency may be slow in practice. Importantly, a fixed mass matrix can whiten globally anisotropic targets, often fixing sampling inefficiency in Bayesian posteriors with large data. Whereas hierarchical posteriors introduce their own problem, causing state-dependent variation in the Hessian (e.g., Neal's funnel). We explain how a randomized step size can be used effectively to sample from such a distribution. The resulting paper is both a tutorial on the mechanics of gradient-based sampling and a set of practical recipes to improve sampler performance.
toXiv_bot_toot

🇺🇦 #NowPlaying on KEXP's #DriveTime
Bb trickz:
🎵 a la mala
#Bbtrickz
https://open.spotify.com/track/2flvnswo47TtOS8hwm9juy

🇺🇦 #NowPlaying on #BBC6Music's #LaurenLaverne
Mala:
🎵 Changes
#Mala
https://peligre.bandcamp.com/track/mala-changes-peligre-edit
https://open.spotify.com/track/0PfR5qCmwobwbpXL3vaqPm

🇺🇦 #NowPlaying on #BBC6Music's #DreamTime
Mala:
🎵 Kotos (feat. Asociación Juvenil Puno)
#Mala
https://mala-music.bandcamp.com/track/kotos-feat-asociacion-juvenil-puno

🇺🇦 #NowPlaying on #BBC6Music's #6MusicArtistInResidence
Mala:
🎵 Changes
#Mala
https://peligre.bandcamp.com/track/mala-changes-peligre-edit
https://open.spotify.com/track/0PfR5qCmwobwbpXL3vaqPm

🇺🇦 #NowPlaying on BBCRadio3's #Radio3Breakfast
Antonio Vivaldi, Philippe Jaroussky & Ensemble Artaserse:
🎵 Longe mala, umbrae, terrores
#AntonioVivaldi #PhilippeJaroussky #EnsembleArtaserse

🇺🇦 #NowPlaying on #BBC6Music's #NickGrimshaw
Mala:
🎵 Calle F
#Mala
https://mala-music.bandcamp.com/track/cuba-electronic

🇺🇦 #NowPlaying on #BBC6Music's #SHERELLE
Mala:
🎵 Changes (FLORENTINO Remix)
#Mala
https://peligre.bandcamp.com/track/mala-changes-peligre-edit
https://open.spotify.com/track/0PfR5qCmwobwbpXL3vaqPm

🇺🇦 #NowPlaying on #BBC6Music's #NickGrimshaw
Mala:
🎵 Changes
#Mala
https://peligre.bandcamp.com/track/mala-changes-peligre-edit
https://open.spotify.com/track/0PfR5qCmwobwbpXL3vaqPm

🇺🇦 #NowPlaying on #BBC6Music's #6MusicsRaveForever
Mala & Spen G:
🎵 Anti War Dub
#Mala #SpenG
https://open.spotify.com/track/4gVyYO3lwkhhjQXp4oabwy

🇺🇦 #NowPlaying on #BBC6Music's #DreamTime
Mala Fama:
🎵 Aver Aver (feat. Doggy & Duo Anjoa)
#MalaFama
https://tambien.bandcamp.com/track/aver-aver-ft-doggy-duo-anjoa
https://open.spotify.com/track/0LZJL6NimaUShrx1Sd2ULu