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Poster
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Semi-supervised Semantic Segmentation with Prototype-based Consistency Regularization
Haiming Xu · Lingqiao Liu · Qiuchen Bian · Zhen Yang
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Poster
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Approximate Secular Equations for the Cubic Regularization Subproblem
Yihang Gao · Man-Chung Yue · Michael Ng
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Poster
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Tue 9:00
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Transferring Fairness under Distribution Shifts via Fair Consistency Regularization
Bang An · Zora Che · Mucong Ding · Furong Huang
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Poster
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Tue 9:00
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Nearly Optimal Best-of-Both-Worlds Algorithms for Online Learning with Feedback Graphs
Shinji Ito · Taira Tsuchiya · Junya Honda
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Poster
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Combining Explicit and Implicit Regularization for Efficient Learning in Deep Networks
Dan Zhao
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Poster
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Thu 14:00
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Optimal Rates for Regularized Conditional Mean Embedding Learning
Zhu Li · Dimitri Meunier · Mattes Mollenhauer · Arthur Gretton
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Poster
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Wed 9:00
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Interpolation and Regularization for Causal Learning
Leena Chennuru Vankadara · Luca Rendsburg · Ulrike Luxburg · Debarghya Ghoshdastidar
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Poster
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Finding Second-Order Stationary Points in Nonconvex-Strongly-Concave Minimax Optimization
Luo Luo · Yujun Li · Cheng Chen
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Poster
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Thu 9:00
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Implicit Regularization or Implicit Conditioning? Exact Risk Trajectories of SGD in High Dimensions
Courtney Paquette · Elliot Paquette · Ben Adlam · Jeffrey Pennington
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Poster
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Tue 9:00
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SizeShiftReg: a Regularization Method for Improving Size-Generalization in Graph Neural Networks
Davide Buffelli · Pietro Lió · Fabio Vandin
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Poster
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Wed 9:00
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Distributionally Robust Optimization via Ball Oracle Acceleration
Yair Carmon · Danielle Hausler
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Poster
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Tue 14:00
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Pruning’s Effect on Generalization Through the Lens of Training and Regularization
Tian Jin · Michael Carbin · Dan Roy · Jonathan Frankle · Gintare Karolina Dziugaite
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