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Poster
Wed 11:00 SpaFL: Communication-Efficient Federated Learning With Sparse Models And Low Computational Overhead
Minsu Kim · Walid Saad · Merouane DEBBAH · Choong Hong
Poster
Fri 11:00 A Structure-Aware Framework for Learning Device Placements on Computation Graphs
Shukai Duan · Heng Ping · Nikos Kanakaris · Xiongye Xiao · Panagiotis Kyriakis · Nesreen K. Ahmed · Peiyu Zhang · Guixiang Ma · Mihai Capotă · Shahin Nazarian · Theodore Willke · Paul Bogdan
Poster
Wed 16:30 Model Fusion through Bayesian Optimization in Language Model Fine-Tuning
Chaeyun Jang · Hyungi Lee · Jungtaek Kim · Juho Lee
Poster
Wed 16:30 Online Estimation via Offline Estimation: An Information-Theoretic Framework
Dylan J Foster · Yanjun Han · Jian Qian · Alexander Rakhlin
Poster
Thu 16:30 WAGLE: Strategic Weight Attribution for Effective and Modular Unlearning in Large Language Models
Jinghan Jia · Jiancheng Liu · Yihua Zhang · Parikshit Ram · Nathalie Baracaldo · Sijia Liu
Poster
Thu 11:00 Scaling transformer neural networks for skillful and reliable medium-range weather forecasting
Tung Nguyen · Rohan Shah · Hritik Bansal · Troy Arcomano · Romit Maulik · Rao Kotamarthi · Ian Foster · Sandeep Madireddy · Aditya Grover
Poster
Wed 16:30 Toward Efficient Inference for Mixture of Experts
Haiyang Huang · Newsha Ardalani · Anna Sun · Liu Ke · Shruti Bhosale · Hsien-Hsin Lee · Carole-Jean Wu · Benjamin Lee
Poster
Fri 11:00 Learning Formal Mathematics From Intrinsic Motivation
Gabriel Poesia · David Broman · Nick Haber · Noah Goodman
Poster
Wed 11:00 PRODuctive bandits: Importance Weighting No More
Julian Zimmert · Teodor Vanislavov Marinov
Poster
Thu 11:00 Random Function Descent
Felix Benning · Leif Döring
Poster
Thu 11:00 Toward Approaches to Scalability in 3D Human Pose Estimation
Jun-Hui Kim · Seong-Whan Lee
Poster
Wed 16:30 Fully Distributed, Flexible Compositional Visual Representations via Soft Tensor Products
Bethia Sun · Maurice Pagnucco · Yang Song