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18 Results

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Poster
Wed 8:45 Model-free Posterior Sampling via Learning Rate Randomization
Daniil Tiapkin · Denis Belomestny · Daniele Calandriello · Eric Moulines · Remi Munos · Alexey Naumov · Pierre Perrault · Michal Valko · Pierre Ménard
Workshop
Echoes in the Noise: Posterior Samples of Faint Galaxy Surface Brightness Profiles with Score-Based Likelihoods and Priors
Alexandre Adam · Connor Stone · Connor Bottrell · Ronan Legin · Laurence Perreault-Levasseur · Yashar Hezaveh
Workshop
Posterior Sampling on Simsiam: Rethinking Optimization in Siamese Self-Supervised Learning
Daniel De Mello · Ruqi Zhang · Bruno Ribeiro
Workshop
Sat 14:30 Quantifying Generative Model Uncertainty in Posterior Sampling Methods for Computational Imaging
Canberk Ekmekci · Mujdat Cetin
Workshop
Exploiting Causal Representations in Reinforcement Learning: A Posterior Sampling Approach
Mirco Mutti · Riccardo De Santi · Marcello Restelli · Alexander Marx · Giorgia Ramponi
Poster
Tue 15:15 Differentially Private Statistical Inference through β-Divergence One Posterior Sampling
Jack Jewson · Sahra Ghalebikesabi · Chris C Holmes