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Poster
Thu 11:00 Weight decay induces low-rank attention layers
Seijin Kobayashi · Yassir Akram · Johannes von Oswald
Poster
Thu 16:30 The Limits of Transfer Reinforcement Learning with Latent Low-rank Structure
Tyler Sam · Yudong Chen · Christina Yu
Workshop
LoRC: Low-Rank Compression for LLMs KV Cache with a Progressive Compression Strategy
Rongzhi Zhang · Kuan Wang · Liyuan Liu · Shuohang Wang · Hao Cheng · Chao Zhang · Yelong Shen
Poster
Thu 16:30 Tensor-Based Synchronization and the Low-Rankness of the Block Trifocal Tensor
Daniel Miao · Gilad Lerman · Joe Kileel
Workshop
Federated Dynamical Low-Rank Training with Global Loss Convergence Guarantees
Steffen Schotthöfer · M. Laiu
Workshop
Projected Low-Rank Gradient in Diffusion-based Models for Inverse Problems
Rayhan Zirvi · Bahareh Tolooshams · Animashree Anandkumar
Workshop
CopRA: A Progressive LoRA Training Strategy
Zhan Zhuang · XIEQUN WANG · Yulong Zhang · Wei Li · Yu Zhang · Ying Wei
Poster
Thu 11:00 Beating Adversarial Low-Rank MDPs with Unknown Transition and Bandit Feedback
Haolin Liu · Zak Mhammedi · Chen-Yu Wei · Julian Zimmert
Poster
Thu 11:00 Learning Low-Rank Feature for Thorax Disease Classification
Yancheng Wang · Rajeev Goel · Utkarsh Nath · Alvin Silva · Teresa Wu · Yingzhen Yang
Workshop
On the Implicit Relation between Low-Rank Adaptation and Differential Privacy
Saber Malekmohammadi · Golnoosh Farnadi
Workshop
Scalable Second-Order Optimization Algorithms for Minimizing Low-rank Functions
Edward Tansley · Coralia Cartis
Poster
Wed 11:00 Efficient Minimum Bayes Risk Decoding using Low-Rank Matrix Completion Algorithms
Firas Trabelsi · David Vilar · Mara Finkelstein · Markus Freitag