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Search All 2022 Events
 

18 Results

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Poster
Tue 9:00 Dataset Distillation using Neural Feature Regression
Yongchao Zhou · Ehsan Nezhadarya · Jimmy Ba
Poster
Thu 9:00 Hidden Progress in Deep Learning: SGD Learns Parities Near the Computational Limit
Boaz Barak · Benjamin Edelman · Surbhi Goel · Sham Kakade · Eran Malach · Cyril Zhang
Poster
Thu 9:00 Feature Learning in L2-regularized DNNs: Attraction/Repulsion and Sparsity
Arthur Jacot · Eugene Golikov · Clement Hongler · Franck Gabriel
Workshop
On the Unreasonable Effectiveness of Feature Propagation in Learning on Graphs with Missing Node Features
Emanuele Rossi · Henry Kenlay · Maria Gorinova · Benjamin Chamberlain · Xiaowen Dong · Michael Bronstein
Poster
Wed 14:00 FiLM-Ensemble: Probabilistic Deep Learning via Feature-wise Linear Modulation
Mehmet Ozgur Turkoglu · Alexander Becker · Hüseyin Anil Gündüz · Mina Rezaei · Bernd Bischl · Rodrigo Caye Daudt · Stefano D'Aronco · Jan Wegner · Konrad Schindler
Poster
Wed 9:00 Iterative Feature Matching: Toward Provable Domain Generalization with Logarithmic Environments
Yining Chen · Elan Rosenfeld · Mark Sellke · Tengyu Ma · Andrej Risteski