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Workshop
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Towards Dynamic Feature Acquisition on Medical Time Series by Maximizing Conditional Mutual Information
Fedor Sergeev · Paola Malsot · Gunnar Ratsch · Vincent Fortuin
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Oral
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Tue 7:30
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Transformers Learn Nonlinear Features In Context: Nonconvex Mean-field Dynamics on the Attention Landscape
Juno Kim · Taiji Suzuki
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Workshop
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Unveiling Induction Heads: Provable Training Dynamics and Feature Learning in Transformers
Siyu Chen · Heejune Sheen · Tianhao Wang · Zhuoran Yang
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Workshop
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Asymptotic Dynamics for Delayed Feature Learning in a Toy Model
Blake Bordelon · Tanishq Kumar · Samuel Gershman · Cengiz Pehlevan
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Workshop
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User-Creator Feature Dynamics in Recommender Systems with Dual Influence
Tao Lin · Kun Jin · Andrew Estornell · Xiaoying Zhang · Yiling Chen · Yang Liu
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Workshop
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Towards Dynamic Feature Acquisition on Medical Time Series by Maximizing Conditional Mutual Information
Fedor Sergeev · Paola Malsot · Gunnar Ratsch · Vincent Fortuin
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Poster
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Tue 4:30
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Transformers Learn Nonlinear Features In Context: Nonconvex Mean-field Dynamics on the Attention Landscape
Juno Kim · Taiji Suzuki
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Workshop
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Feature Learning Dynamics under Grokking in a Sparse Parity Task
Javier Sanguino Baustiste · Gregor Bachmann · Bobby He · Lorenzo Noci · Thomas Hofmann
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Poster
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Tue 2:30
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Stochastic Gradient Flow Dynamics of Test Risk and its Exact Solution for Weak Features
Rodrigo Veiga · Anastasia Remizova · Nicolas Macris
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Poster
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Tue 4:30
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Acquisition Conditioned Oracle for Nongreedy Active Feature Acquisition
Michael Valancius · Maxwell Lennon · Junier Oliva
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