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Workshop
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Epitaxial Thin Film Interface Imaging with Deep Learning
Ankit Disa · Pranav Kakhandiki · Yimeng Min
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Poster
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Thu 16:30
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A Phase Transition between Positional and Semantic Learning in a Solvable Model of Dot-Product Attention
Hugo Cui · Freya Behrens · Florent Krzakala · Lenka Zdeborová
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Workshop
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In-Context Learning by Linear Attention: Exact Asymptotics and Experiments
Yue Lu · Mary Letey · Jacob Zavatone-Veth · Anindita Maiti · Cengiz Pehlevan
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Workshop
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Algorithmic Phase Transitions in Large Language Models: A Mechanistic Case Study of Arithmetic
Alan Sun · Ethan Sun · Warren Shepard
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Workshop
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Speak so a physicist can understand you! TetrisCNN for detecting phase transitions and order parameters
Kacper Cybiński · James Enouen · Antoine Georges · Anna Dawid
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Poster
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Fri 11:00
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Dynamic Service Fee Pricing under Strategic Behavior: Actions as Instruments and Phase Transition
Rui Ai · David Simchi-Levi · Feng Zhu
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Poster
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Cascade of phase transitions in the training of energy-based models
Dimitrios Bachtis · Giulio Biroli · Aurélien Decelle · Beatriz Seoane
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Workshop
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Learning Pore-scale Multi-phase Flow from Experimental Data with Graph Neural Network
Yuxuan Gu · Catherine Spurin · Gege Wen
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Poster
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Wed 16:30
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4+3 Phases of Compute-Optimal Neural Scaling Laws
Elliot Paquette · Courtney Paquette · Lechao Xiao · Jeffrey Pennington
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Workshop
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Sun 16:30
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Specialization-generalization transition in in-context learning of linear functions
Chase Goddard · Lindsay Smith · Vudtiwat Ngampruetikorn · David Schwab
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Poster
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Wed 16:30
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Causal Temporal Representation Learning with Nonstationary Sparse Transition
Xiangchen Song · Zijian Li · Guangyi Chen · Yujia Zheng · Yewen Fan · Xinshuai Dong · Kun Zhang
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Poster
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Thu 11:00
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Beating Adversarial Low-Rank MDPs with Unknown Transition and Bandit Feedback
Haolin Liu · Zak Mhammedi · Chen-Yu Wei · Julian Zimmert
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