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581 Results
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Poster
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Fri 11:00 |
Sample-efficient Bayesian Optimisation Using Known Invariances Theodore Brown · Alexandru Cioba · Ilija Bogunovic |
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Poster
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Thu 11:00 |
FasMe: Fast and Sample-efficient Meta Estimator for Precision Matrix Learning in Small Sample Settings Xiao Tan · Yiqin Wang · Yangyang Shen · Dian Shen · Meng Wang · Peibo Duan · Beilun Wang |
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Poster
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Wed 11:00 |
SpaFL: Communication-Efficient Federated Learning With Sparse Models And Low Computational Overhead Minsu Kim · Walid Saad · Merouane DEBBAH · Choong Hong |
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Poster
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Fri 11:00 |
PACE: Marrying generalization in PArameter-efficient fine-tuning with Consistency rEgularization Yao Ni · Shan Zhang · Piotr Koniusz |
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Poster
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Thu 16:30 |
Sample-Efficient Constrained Reinforcement Learning with General Parameterization Washim Mondal · Vaneet Aggarwal |
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Poster
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Wed 16:30 |
Oracle-Efficient Differentially Private Learning with Public Data Adam Block · Mark Bun · Rathin Desai · Abhishek Shetty · Steven Wu |
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Poster
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Wed 11:00 |
Thinking Forward: Memory-Efficient Federated Finetuning of Language Models Kunjal Panchal · Nisarg Parikh · Sunav Choudhary · Lijun Zhang · Yuriy Brun · Hui Guan |
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Affinity Event
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Communication-Efficient Decentralized Continual Learning Sakshi Choudhary · Sai Aparna Aketi · Gobinda Saha · Kaushik Roy |
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Poster
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Thu 11:00 |
V-PETL Bench: A Unified Visual Parameter-Efficient Transfer Learning Benchmark Yi Xin · Siqi Luo · Xuyang Liu · Yuntao Du. · Haodi Zhou · Xinyu Cheng · Christina Lee · Junlong Du · Haozhe Wang · MingCai Chen · Ting Liu · Guimin Hu · Zhongwei Wan · rongchao zhang · Aoxue Li · Mingyang Yi · Xiaohong Liu |
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Poster
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Thu 16:30 |
CoMERA: Computing- and Memory-Efficient Training via Rank-Adaptive Tensor Optimization Zi Yang · Ziyue Liu · Samridhi Choudhary · Xinfeng Xie · Cao Gao · Siegfried Kunzmann · Zheng Zhang |
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Poster
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Thu 16:30 |
Data-Efficient Learning with Neural Programs Alaia Solko-Breslin · Seewon Choi · Ziyang Li · Neelay Velingker · Rajeev Alur · Mayur Naik · Eric Wong |
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Poster
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Thu 11:00 |
Sample-Efficient Agnostic Boosting Udaya Ghai · Karan Singh |