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Poster
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Fri 11:00
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Loki: Low-rank Keys for Efficient Sparse Attention
Prajwal Singhania · Siddharth Singh · Shwai He · Soheil Feizi · Abhinav Bhatele
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Poster
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Thu 11:00
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Beating Adversarial Low-Rank MDPs with Unknown Transition and Bandit Feedback
Haolin Liu · Zak Mhammedi · Chen-Yu Wei · Julian Zimmert
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Poster
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Fri 16:30
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Understanding Scaling Laws with Statistical and Approximation Theory for Transformer Neural Networks on Intrinsically Low-dimensional Data
Alexander Havrilla · Wenjing Liao
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Poster
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Thu 11:00
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Training Binary Neural Networks via Gaussian Variational Inference and Low-Rank Semidefinite Programming
Lorenzo Orecchia · Jiawei Hu · Xue He · Wang Mark · Xulei Yang · Min Wu · Xue Geng
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Poster
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Thu 11:00
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Entrywise error bounds for low-rank approximations of kernel matrices
Alexander Modell
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Poster
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Fri 11:00
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The Ladder in Chaos: Improving Policy Learning by Harnessing the Parameter Evolving Path in A Low-dimensional Space
Hongyao Tang · Min Zhang · Chen Chen · Jianye Hao
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Poster
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Thu 16:30
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Bridging The Gap between Low-rank and Orthogonal Adaptation via Householder Reflection Adaptation
Shen Yuan · Haotian Liu · Hongteng Xu
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Poster
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Thu 11:00
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Learning Low-Rank Feature for Thorax Disease Classification
Yancheng Wang · Rajeev Goel · Utkarsh Nath · Alvin Silva · Teresa Wu · Yingzhen Yang
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Poster
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Wed 16:30
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A Nearly Optimal and Low-Switching Algorithm for Reinforcement Learning with General Function Approximation
Heyang Zhao · Jiafan He · Quanquan Gu
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Poster
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Thu 16:30
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The Limits of Transfer Reinforcement Learning with Latent Low-rank Structure
Tyler Sam · Yudong Chen · Christina Yu
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Poster
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Fri 11:00
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Model-free Low-Rank Reinforcement Learning via Leveraged Entry-wise Matrix Estimation
Stefan Stojanovic · Yassir Jedra · Alexandre Proutiere
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Poster
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Fri 11:00
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Neural network learns low-dimensional polynomials with SGD near the information-theoretic limit
Jason Lee · Kazusato Oko · Taiji Suzuki · Denny Wu
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