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Poster
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Wed 14:00
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Pre-Trained Model Reusability Evaluation for Small-Data Transfer Learning
Yao-Xiang Ding · Xi-Zhu Wu · Kun Zhou · Zhi-Hua Zhou
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Poster
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Thu 9:00
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Asymptotics of smoothed Wasserstein distances in the small noise regime
Yunzi Ding · Jonathan Niles-Weed
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Poster
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Tue 9:00
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Data-Efficient Pipeline for Offline Reinforcement Learning with Limited Data
Allen Nie · Yannis Flet-Berliac · Deon Jordan · William Steenbergen · Emma Brunskill
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Poster
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Tue 9:00
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The Unreasonable Effectiveness of Fully-Connected Layers for Low-Data Regimes
Peter Kocsis · Peter Súkeník · Guillem Braso · Matthias Niessner · Laura Leal-Taixé · Ismail Elezi
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Workshop
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How Small Amount of Data Sharing Benefits Higher-Order Distributed Optimization and Learning
Mingxi Zhu · Yinyu Ye
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Workshop
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Fri 12:45
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TabPFN: A Transformer That Solves Small Tabular Classification Problems in a Second
Noah Hollmann · Samuel Müller · Katharina Eggensperger · Frank Hutter
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Workshop
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Spatio-Temporal Weathering Predictions in the Sparse Data Regime with Gaussian Processes
Giovanni De Felice · Vladimir Gusev · John Goulermas · Michael Gaultois · Matthew Rosseinsky · Catherine Gauvin
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Workshop
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TabPFN: A Transformer That Solves Small Tabular Classification Problems in a Second
Noah Hollmann · Samuel Müller · Katharina Eggensperger · Frank Hutter
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Poster
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Wed 9:00
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Two-layer neural network on infinite dimensional data: global optimization guarantee in the mean-field regime
Naoki Nishikawa · Taiji Suzuki · Atsushi Nitanda · Denny Wu
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