New #J2C Certification:

Diffusion posterior sampling for simulation-based inference in tall data settings

Julia Linhart, Gabriel Cardoso, Alexandre Gramfort et al.

https://openreview.net/forum?id=cdhfoS6Gyo

#langevin #mcmc #generative

The Performance Of The Unadjusted Langevin Algorithm Without Smoothness Assumptions

Tim Johnston, Iosif Lytras, Nikolaos Makras, Sotirios Sabanis

Action editor: Murat Erdogdu

https://openreview.net/forum?id=TTNeuyYdhg

#langevin #wasserstein #sampling

Paul Langevin: physicist, humanist, internationalist – Bath Royal Literary and Scientific Institution Close to Einstein and the Curies, Paul Langevin’s life spanned the twentieth century physics revolution: relativity; radioactivity; quantum mechanics. Cambridge launched his prolific career, including contributions in magnetism, gas ionisation, kinetics and ultrasonics. A consummate teacher, he promoted science education and politically left-wing, he persistently warned against the rise of fascism. Professor Francis Duck, Fellow of the Institute of Physics and Engineering in Medicine, formerly at the Royal United Hospital and the University of Bath

📷Fifth Solvay Conference on #Physics, 24 to 29 October 1927, with #Langevin highlighted and seated next to #AlbertEinstein.

Join us at #BRLSI or online on Fri 6 Feb when fellow of @ipem.ac.uk, Professor Francis Duck will present a talk on Langevin’s life and a career.

Revisiting Contrastive Divergence for Density Estimation and Sample Generation

Azwar Abdulsalam, Joseph G. Makin

Action editor: Ying Nian Wu

https://openreview.net/forum?id=i5K4SZeqtq

#langevin #convnet #sampling

A noise-corrected Langevin algorithm and sampling by half-denoising

Aapo Hyvarinen

Action editor: Atsushi Nitanda

https://openreview.net/forum?id=QGtXn5GtfK

#langevin #denoising #diffusion

Global Optimization Algorithm through High-Resolution Sampling

Daniel Cortild, Claire Delplancke, Nadia Oudjane, Juan Peypouquet

Action editor: Konstantin Mishchenko

https://openreview.net/forum?id=r3VEA1AWY5

#langevin #optimization #sampling

Classifier-Free Guidance is a Predictor-Corrector

Arwen Bradley, Preetum Nakkiran

Action editor: Kangwook Lee

https://openreview.net/forum?id=zrWNtzSZsf

#langevin #denoising #guidance

Left top: Wasserstein-2 convergence plot. Left bottom: Autocorrelation function for different lags. Right: Visualization of trajectories produced by ULA and our algorithm, ILA, with different values for the momentum parameter.

If you’re using gradient-based MCMC sampling, this might be for you 🔥

We extend ULA with momentum (inspired by Polyak’s heavy ball algorithm). The result: faster sampling ⚡ with provable ergodicity and bias bounds in Wasserstein-2.

👉 Go to: arxiv.org/abs/2510.06723

#MCMC #Langevin #Sampling #ML

Shitpost by Chandler Langevin in which he claims several antifascist groups are "anti-white terrorists"

Apparently tossing a swastika in the bin is "anti-white" now... #antifa #antifascism #antiracism #langevin #chandlerlangevin #defendequality #blackpower #activism #politics

Noise-Corrected Langevin Algorithm Enables Half-Denoising Sampling

The new noise‑corrected Langevin algorithm removes first‑order bias and works with only a single noise level, using a half‑denoising sampling scheme in each iteration. Read more: getnews.me/noise-corrected-langevin... #noisecorrected #langevin #halfd

Rob McConnell Interviews - MICHAEL PETER LANGEVIN - Magic, Mysticism and the Occult Michael Peter Langevin is widely known in the fields the occult, shamanic transformation, magic, mysticism and the often undefinable. Michael has greatly enhanced the way many people view physical, mental, emotional, spiritual, and social wellness. At the core of the teachings lies the transformation of consciousness, a spiritual awakening that he sees as the next step in human evolution. An essential aspect of this awakening consists in transcending our ego-based state of consciousness. This is a prerequisite not only for personal happiness but also for the ending of violent conflict endemic on our planet. Michael Peter was the CEO of CSI Media, and the Founder of Magical Blend Magazine, Natural Health and Beauty Magazine, Transitions Magazine and The Echo World magazine and other media channels. A visionary and entrepreneur who has studied with many shamans, magicians, holy men and gifted psychics, Langevin has had many strange experiences and just as many wonderful opportunities as the publisher of what Book-of-the Month Club called "the most open-minded magazine in the world." He was the host of the "Magical Blend" TV show and has been interviewed on countless radio programs. His writings have appeared in many anthologies and publications. For all his life Michael Peter has been exploring the occult and ancient mysteries. Michael Peter has traveled to and spent time studying many exotic locals all over the world. Michael Peter has been conducting workshops and lectures worldwide for large groups since 1985.He is available for personal consultation and readings. He presently is co-owner/ co-director of LangeviAxelsson Marketing and Social Media Promotions in the magical city of, New Orleans, Louisiana.

📣 New Podcast! "Rob McConnell Interviews - MICHAEL PETER LANGEVIN - Magic, Mysticism and the Occult" on @Spreaker #ancient #esoteric #hidden #knowledge #langevin #magic #metaphysical #michael #mystical #mysticism #occult #peter #practices #ritual #shamanism #spiritual #studies #the #traditions

4/4
mais les fleurs ne poussent pas lorsqu'on remue trop
comment faire pour nourrir la muraille de la maison
sans abattre les murs ?
c'est facile
on ouvre les bras
à tout ce qui passe

Juliette #Langevin TANTÔT N°3 (automne 2022), p. 25.

Jonas Fortier n'est pas venu seul, hier, chez Terre des Livres : Quelques exemplaires de la revue TANTÔT @oiedecravan.bsky.social l'accompagnaient. #poésie
📰 oiedecravan.com/catalogue/?q...
Un poème de Juliette #Langevin qui a paru dans le N°3 de la revue (automne 2022).⤵️

Incorporating Inductive Biases to Energy-based Generative Models

Yukun Li, Liping Liu

Action editor: Jinwoo Shin

https://openreview.net/forum?id=k98ZDblyhN

#models #generative #langevin

La rivière Langevin

Une dernière photo avant de décaler.
#direct #Langevin

Mark et Scott #Kelly, des jumeaux de #Langevin ?
Ils seront en tous les cas des cobayes de la NASA pour...

fb.me/2Zdtl6eAS

Great turnout at the @ridemparty unity dinner #whitehouse #democrats #langevin #reed #barneyfrank #cicilline