Search All 2022 Events
 

12 Results

<<   <   Page 1 of 1   >>   >
Workshop
Explicitly Nonlinear Connectivity-Matrix Independent Component Analysis in Resting fMRI Data
Sara Motlaghian
Poster
Wed 9:00 coVariance Neural Networks
Saurabh Sihag · Gonzalo Mateos · Corey McMillan · Alejandro Ribeiro
Poster
Thu 9:00 DP-PCA: Statistically Optimal and Differentially Private PCA
Xiyang Liu · Weihao Kong · Prateek Jain · Sewoong Oh
Poster
Tue 9:00 Understanding Deep Contrastive Learning via Coordinate-wise Optimization
Yuandong Tian
Poster
Wed 14:00 Local Linear Convergence of Gradient Methods for Subspace Optimization via Strict Complementarity
Ron Fisher · Dan Garber
Poster
Tue 9:00 Subspace Recovery from Heterogeneous Data with Non-isotropic Noise
John Duchi · Vitaly Feldman · Lunjia Hu · Kunal Talwar
Poster
Tue 9:00 On the Effect of Pre-training for Transformer in Different Modality on Offline Reinforcement Learning
Shiro Takagi
Poster
Wed 9:00 Discovery of Single Independent Latent Variable
Uri Shaham · Jonathan Svirsky · Ori Katz · Ronen Talmon
Poster
FreGAN: Exploiting Frequency Components for Training GANs under Limited Data
mengping yang · Zhe Wang · Ziqiu Chi · Yanbing Zhang
Poster
Tue 14:00 Sub-exponential time Sum-of-Squares lower bounds for Principal Components Analysis
Aaron Potechin · Goutham Rajendran
Poster
Tue 9:00 Function Classes for Identifiable Nonlinear Independent Component Analysis
Simon Buchholz · Michel Besserve · Bernhard Schölkopf
Poster
Tue 14:00 Embrace the Gap: VAEs Perform Independent Mechanism Analysis
Patrik Reizinger · Luigi Gresele · Jack Brady · Julius von Kügelgen · Dominik Zietlow · Bernhard Schölkopf · Georg Martius · Wieland Brendel · Michel Besserve