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Poster
Wed 16:30 The Implicit Bias of Gradient Descent on Separable Multiclass Data
Hrithik Ravi · Clay Scott · Daniel Soudry · Yutong Wang
Poster
Fri 16:30 Neural collapse vs. low-rank bias: Is deep neural collapse really optimal?
Peter Súkeník · Christoph Lampert · Marco Mondelli
Poster
Wed 11:00 AdaNovo: Towards Robust \emph{De Novo} Peptide Sequencing in Proteomics against Data Biases
Jun Xia · Shaorong Chen · Jingbo Zhou · Shan Xiaojun · Wenjie Du · Zhangyang Gao · Cheng Tan · Bozhen Hu · Jiangbin Zheng · Stan Z. Li
Poster
Fri 16:30 Mitigating Biases in Blackbox Feature Extractors for Image Classification Tasks
Abhipsa Basu · Saswat Subhajyoti Mallick · Venkatesh Babu R
Poster
Thu 11:00 Bias in Motion: Theoretical Insights into the Dynamics of Bias in SGD Training
Anchit Jain · Rozhin Nobahari · Aristide Baratin · Stefano Sarao Mannelli
Poster
Wed 11:00 Theoretical and Empirical Insights into the Origins of Degree Bias in Graph Neural Networks
Arjun Subramonian · Jian Kang · Yizhou Sun
Poster
Thu 16:30 Addressing Spectral Bias of Deep Neural Networks by Multi-Grade Deep Learning
RONGLONG FANG · Yuesheng Xu
Poster
Fri 16:30 A distributional simplicity bias in the learning dynamics of transformers
Riccardo Rende · Federica Gerace · Alessandro Laio · Sebastian Goldt
Poster
Thu 11:00 On the Inductive Bias of Stacking Towards Improving Reasoning
Nikunj Saunshi · Stefani Karp · Shankar Krishnan · Sobhan Miryoosefi · Sashank Jakkam Reddi · Sanjiv Kumar
Poster
Thu 11:00 Task-recency bias strikes back: Adapting covariances in Exemplar-Free Class Incremental Learning
Grzegorz Rypeść · Sebastian Cygert · Tomasz Trzcinski · Bartłomiej Twardowski
Poster
Thu 16:30 From Biased to Unbiased Dynamics: An Infinitesimal Generator Approach
Timothée Devergne · Vladimir Kostic · Michele Parrinello · Massimiliano Pontil
Poster
Fri 11:00 Bias Detection via Signaling
Yiling Chen · Tao Lin · Ariel Procaccia · Aaditya Ramdas · Itai Shapira