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150 Results
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Poster
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Wed 16:30 |
Fairness-Aware Meta-Learning via Nash Bargaining Yi Zeng · Xuelin Yang · Li Chen · Cristian Ferrer · Ming Jin · Michael Jordan · Ruoxi Jia |
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Poster
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Fri 16:30 |
Scaling laws for learning with real and surrogate data Ayush Jain · Andrea Montanari · Eren Sasoglu |
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Poster
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Thu 16:30 |
Federated Learning over Connected Modes Dennis Grinwald · Philipp Wiesner · Shinichi Nakajima |
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Workshop
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Sample Compression Hypernetworks: From Generalization Bounds to Meta-Learning Benjamin Leblanc · Mathieu Bazinet · Nathaniel D'Amours · Pascal Germain · Alexandre Drouin |
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Workshop
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Survey: Adaptive Physics-informed Neural Networks Edgar Torres Rios · Mathias Niepert |
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Poster
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Wed 16:30 |
On the Stability and Generalization of Meta-Learning Yunjuan Wang · Raman Arora |
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Poster
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Thu 11:00 |
Meta-Learning Universal Priors Using Non-Injective Change of Variables Yilang Zhang · Alireza Sadeghi · Georgios Giannakis |
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Poster
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Thu 16:30 |
Test-time Adaptation in Non-stationary Environments via Adaptive Representation Alignment Zhen-Yu Zhang · Zhiyu Xie · Huaxiu Yao · Masashi Sugiyama |
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Poster
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Fri 16:30 |
Understanding the Transferability of Representations via Task-Relatedness Akshay Mehra · Yunbei Zhang · Jihun Hamm |
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Workshop
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HyperDPO: Hypernetwork-based Multi-Objective Fine-Tuning Framework Yinuo Ren · Tesi Xiao · Michael Shavlovsky · Lexing Ying · Holakou Rahmanian |
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Workshop
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Exploring Task Affinities through NTK Alignment and Early Training Dynamics in Multi-Task Learning Yoann Morello · Emilie Grégoire · Sam Verboven |
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Poster
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Wed 11:00 |
DASH: Warm-Starting Neural Network Training in Stationary Settings without Loss of Plasticity Baekrok Shin · Junsoo Oh · Hanseul Cho · Chulhee Yun |