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144 Results
Poster
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Wed 9:00 |
Decentralized Training of Foundation Models in Heterogeneous Environments Binhang Yuan · Yongjun He · Jared Davis · Tianyi Zhang · Tri Dao · Beidi Chen · Percy Liang · Christopher Ré · Ce Zhang |
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Workshop
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Model and Method: Training-Time Attack for Cooperative Multi-Agent Reinforcement Learning Siyang Wu · Tonghan Wang · Xiaoran Wu · Jingfeng ZHANG · Yujing Hu · Changjie Fan · Chongjie Zhang |
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Workshop
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Training self-supervised peptide sequence models on artificially chopped proteins Gil Sadeh · Zichen Wang · Jasleen Grewal · Huzefa Rangwala · Layne Price |
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Poster
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Thu 9:00 |
Training and Inference on Any-Order Autoregressive Models the Right Way Andy Shih · Dorsa Sadigh · Stefano Ermon |
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Workshop
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Federated Sparse Training: Lottery Aware Model Compression for Resource Constrained Edge Sara Babakniya · Souvik Kundu · Saurav Prakash · Yue Niu · Salman Avestimehr |
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Poster
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Tue 9:00 |
UQGAN: A Unified Model for Uncertainty Quantification of Deep Classifiers trained via Conditional GANs Philipp Oberdiek · Gernot Fink · Matthias Rottmann |
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Poster
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Tue 9:00 |
A Unified Framework for Alternating Offline Model Training and Policy Learning Shentao Yang · Shujian Zhang · Yihao Feng · Mingyuan Zhou |
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Workshop
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Incorporating Higher Order Constraints for Training Surrogate Models to Solve Inverse Problems Jihui Jin · Nick Durofchalk · Richard Touret · Karim Sabra · Justin Romberg |
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Poster
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Wed 9:00 |
GBA: A Tuning-free Approach to Switch between Synchronous and Asynchronous Training for Recommendation Models Wenbo Su · Yuanxing Zhang · Yufeng Cai · Kaixu Ren · Pengjie Wang · Huimin Yi · Yue Song · Jing Chen · Hongbo Deng · Jian Xu · Lin Qu · Bo Zheng |
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Workshop
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Experimental study of Neural ODE training with adaptive solver for dynamical systems modeling Alexandre Allauzen · Thiago Petrilli Maffei Dardis · Hannah De Oliveira Plath |
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Workshop
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Training language models for deeper understanding improves brain alignment Khai Loong Aw · Mariya Toneva |
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Workshop
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Using Informative Data Subsets for Efficient Training of Large Language Models: An Initial Study H S V N S Kowndinya Renduchintala · Krishnateja Killamsetty · Sumit Bhatia · Milan Aggarwal · Ganesh Ramakrishnan · Rishabh Iyer |