Published papers at TMLR · @tmlrpub
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Diffusion Models for Constrained Domains

Nic Fishman, Leo Klarner, Valentin De Bortoli, Emile Mathieu, Michael John Hutchinson

Action editor: Rianne van den Berg.

openreview.net/forum?id=xuWTFQ

#diffusion #denoising #riemannian

Last updated 1 year ago

Published papers at TMLR · @tmlrpub
551 followers · 546 posts · Server sigmoid.social

Scalable Stochastic Gradient Riemannian Langevin Dynamics in Non-Diagonal Metrics

Hanlin Yu, Marcelo Hartmann, Bernardo Williams, Arto Klami

Action editor: Jasper Snoek.

openreview.net/forum?id=dXAuvo

#langevin #stochastic #riemannian

Last updated 1 year ago

New Submissions to TMLR · @tmlrsub
184 followers · 634 posts · Server sigmoid.social

Scalable Stochastic Gradient Riemannian Langevin Dynamics in Non-Diagonal Metrics

openreview.net/forum?id=dXAuvo

#langevin #stochastic #riemannian

Last updated 1 year ago

Lucas :monotile_spectre: · @lucasvreis
49 followers · 150 posts · Server mathstodon.xyz

Does anyone here know whether there is a simpler way to prove the exponential map in simply connected negatively curved manifolds increases distances, without going through Rauch's comparasion theorem (whose statement and proof is quite complicated)?

#geometry #riemannian

Last updated 1 year ago

New Submissions to TMLR · @tmlrsub
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JMLR · @jmlr
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'Inference for Gaussian Processes with Matern Covariogram on Compact Riemannian Manifolds', by Didong Li, Wenpin Tang, Sudipto Banerjee.

jmlr.org/papers/v24/22-0503.ht

#covariograms #riemannian #covariogram

Last updated 1 year ago

JMLR · @jmlr
656 followers · 188 posts · Server sigmoid.social

'When Locally Linear Embedding Hits Boundary', by Hau-Tieng Wu, Nan Wu.

jmlr.org/papers/v24/21-0697.ht

#embedding #manifold #riemannian

Last updated 2 years ago

New Submissions to TMLR · @tmlrsub
161 followers · 409 posts · Server sigmoid.social

Identifying latent distances with Finslerian geometry

openreview.net/forum?id=bm2XSz

#metric #riemannian #stochastic

Last updated 2 years ago

Simon Zerafa · @simonzerafa
452 followers · 3307 posts · Server infosec.exchange
Published papers at TMLR · @tmlrpub
502 followers · 269 posts · Server sigmoid.social

Improved Differentially Private Riemannian Optimization: Fast Sampling and Variance Reduction

Saiteja Utpala, Andi Han, Pratik Jawanpuria, Bamdev Mishra

openreview.net/forum?id=paguBN

#riemannian #sampling #stochastic

Last updated 2 years ago

Published papers at TMLR · @tmlrpub
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Differentially Private Fréchet Mean on the Manifold of Symmetric Positive Definite (SPD) Matrices...

Saiteja Utpala, Praneeth Vepakomma, Nina Miolane

openreview.net/forum?id=mAx8Qq

#riemannian #gaussian #privacy

Last updated 2 years ago