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34 Results
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Poster
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Thu 15:00 |
On Sample-Efficient Offline Reinforcement Learning: Data Diversity, Posterior Sampling and Beyond Thanh Nguyen-Tang · Raman Arora |
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Workshop
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AutODEx: Automated Optimal Design of Experiments Platform with Data- and Time-Efficient Multi-Objective Optimization Yunsheng Tian · Pavle Konakovic · Beichen Li · Ane Zuniga · Michael Foshey · Timothy Erps · Wojciech Matusik · Mina Konakovic Lukovic |
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Workshop
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IngesTables: Scalable and Efficient Training of LLM-Enabled Tabular Foundation Models Scott Yak · Yihe Dong · Javier Gonzalvo · Sercan Arik |
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Workshop
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Resource Efficient and Generalizable Representation Learning of High-Dimensional Weather and Climate Data Juan Nathaniel · Marcus Freitag · Patrick Curran · Isabel Ruddick · Johannes Schmude |
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Workshop
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Fri 12:16 |
IngesTables: Scalable and Efficient Training of LLM-Enabled Tabular Foundation Models Scott Yak · Yihe Dong · Javier Gonzalvo · Sercan Arik |
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Poster
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Thu 8:45 |
xTrimoGene: An Efficient and Scalable Representation Learner for Single-Cell RNA-Seq Data Jing Gong · Minsheng Hao · Xingyi Cheng · Xin Zeng · Chiming Liu · Jianzhu Ma · Xuegong Zhang · Taifeng Wang · Le Song |
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Poster
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Thu 8:45 |
Efficient Data Subset Selection to Generalize Training Across Models: Transductive and Inductive Networks Eeshaan Jain · Tushar Nandy · Gaurav Aggarwal · Ashish Tendulkar · Rishabh Iyer · Abir De |
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Workshop
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Decentralized Sparse Federated Learning for Efficient Training on Distributed NeuroImaging Data Bishal Thapaliya · Riyasat Ohib · Eloy Geenjaar · Jingyu Liu · Vince Calhoun · Sergey Plis |
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Workshop
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DeepSpeed Data Efficiency: Improving Deep Learning Model Quality and Training Efficiency via Efficient Data Sampling and Routing Conglong Li · Zhewei Yao · Xiaoxia Wu · Minjia Zhang · Connor Holmes · Cheng Li · Yuxiong He |
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Workshop
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Multimodal Data and Resource Efficient Device-directed Speech Detection with Large Foundation Models Dominik Wagner · Alexander Churchill · Siddharth Sigtia · Panayiotis Georgiou · Matt Mirsamadi · Aarshee Mishra · Erik Marchi |