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733 Results
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Poster
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Fri 11:00 |
EffiLearner: Enhancing Efficiency of Generated Code via Self-Optimization Dong HUANG · Jianbo Dai · Han Weng · Puzhen Wu · Yuhao QING · Heming Cui · Zhijiang Guo · Jie Zhang |
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Poster
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Fri 11:00 |
Training Compute-Optimal Protein Language Models Xingyi Cheng · Bo Chen · Pan Li · Jing Gong · Jie Tang · Le Song |
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Poster
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Fri 11:00 |
Distributionally Robust Reinforcement Learning with Interactive Data Collection: Fundamental Hardness and Near-Optimal Algorithms Miao Lu · Han Zhong · Tong Zhang · Jose Blanchet |
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Poster
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Wed 11:00 |
SPRINQL: Sub-optimal Demonstrations driven Offline Imitation Learning Huy Hoang · Tien Mai · Pradeep Varakantham |
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Workshop
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MESS+: Energy-Optimal Inferencing in Language Model Zoos with Service Level Guarantees Ryan Zhang · Herbert Woisetschläger · Shiqiang Wang · Hans Arno Jacobsen |
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Workshop
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Order-Optimal Regret in Distributed Kernel Bandits using Uniform Sampling with Shared Randomness Nikola Pavlovic · Sudeep Salgia · Qing Zhao |
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Poster
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Thu 16:30 |
Optimization-based Causal Estimation from Heterogeneous Environments Mingzhang Yin · Yixin Wang · David Blei |
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Poster
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Thu 11:00 |
Instance-Optimal Private Density Estimation in the Wasserstein Distance Vitaly Feldman · Audra McMillan · Satchit Sivakumar · Kunal Talwar |
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Poster
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Wed 16:30 |
4+3 Phases of Compute-Optimal Neural Scaling Laws Elliot Paquette · Courtney Paquette · Lechao Xiao · Jeffrey Pennington |
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Poster
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Fri 11:00 |
Resolving Discrepancies in Compute-Optimal Scaling of Language Models Tomer Porian · Mitchell Wortsman · Jenia Jitsev · Ludwig Schmidt · Yair Carmon |
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Poster
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Thu 16:30 |
Repurposing Language Models into Embedding Models: Finding the Compute-Optimal Recipe Albert Q. Jiang · Alicja Ziarko · Bartosz Piotrowski · Wenda Li · Mateja Jamnik · Piotr Miłoś |
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Workshop
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Pareto-Optimal Learning from Preferences with Hidden Context Ryan Boldi · Li Ding · Lee Spector · Scott Niekum |