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Poster
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Wed 16:30
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Sample Efficient Bayesian Learning of Causal Graphs from Interventions
Zihan Zhou · Muhammad Qasim Elahi · Murat Kocaoglu
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Poster
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Wed 11:00
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Breaking the False Sense of Security in Backdoor Defense through Re-Activation Attack
Mingli Zhu · Siyuan Liang · Baoyuan Wu
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Poster
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Bayesian Domain Adaptation with Gaussian Mixture Domain-Indexing
Yanfang Ling · Jiyong Li · Lingbo Li · Shangsong Liang
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Poster
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Wed 11:00
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Active Learning of General Halfspaces: Label Queries vs Membership Queries
Ilias Diakonikolas · Daniel Kane · Mingchen Ma
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Poster
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Thu 16:30
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Mixed Dynamics In Linear Networks: Unifying the Lazy and Active Regimes
Zhenfeng Tu · Santiago Tomas Aranguri Diaz · Arthur Jacot
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Poster
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Wed 11:00
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Sketchy Moment Matching: Toward Fast and Provable Data Selection for Finetuning
Yijun Dong · Viet Hoang Phan · Xiang Pan · Qi Lei
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Poster
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Thu 11:00
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Universal Rates for Active Learning
Steve Hanneke · Amin Karbasi · Shay Moran · Grigoris Velegkas
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Workshop
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A scalable Bayesian continual learning framework for online and sequential decision making
Hanwen Xing · Christopher Yau
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Poster
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Fri 16:30
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Bayesian-guided Label Mapping for Visual Reprogramming
Chengyi Cai · Zesheng Ye · Lei Feng · Jianzhong Qi · Feng Liu
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Workshop
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Toward Universal and Interpretable World Models for Open-ended Learning Agents
Lancelot Da Costa
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Poster
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Wed 11:00
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Evidential Mixture Machines: Deciphering Multi-Label Correlations for Active Learning Sensitivity
Dayou Yu · Minghao Li · Weishi Shi · Qi Yu
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Poster
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Thu 16:30
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ESPACE: Dimensionality Reduction of Activations for Model Compression
Charbel Sakr · Brucek Khailany
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