ARCHIVES
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2026
Nov 11Learning over Graphs
Speaker(s): Ali H. Sayed
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2026
Nov 11ColloquiumBuilding the Virtual Cell: The Evolution from AI4Science to LLM4Science
Speaker(s): Xinyu Yuan
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2026
May 14ColloquiumPower law covariance, the relation to scaling laws, and how to profit
Speaker(s): Elliot Paquette (McGill University)
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2026
Apr 29ColloquiumRandom Dynamical Systems in Deep Neural Networks
Speaker(s): Maximilian Engel (Freie Universität Berlin)
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2026
Apr 16ColloquiumScaling Large Language Models: The Data Problem
Speaker(s): Kaifeng Lyu (Tsinghua University）
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2026
Mar 26ColloquiumCorner Gradient Descent: provable acceleration of power-law convergence of SGD
Speaker(s): Dmitry Yarotsky (Steklov Institute of Mathematics)
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2025
Dec 26ColloquiumPhase Transitions for Feature Learning in Neural Networks
Speaker(s): Zihao Wang（Stanford University）
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2025
Nov 19Colloquium大模型如何学会推理——及其在跨学科科学百科构建中的应用
Speaker(s): Kun Chen (Institute of Theoretical Physics, Chinese Academy of Sciences)
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2025
Jul 24AI for data-driven simulations in Physics
Speaker(s): Siddhartha Mishra
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2025
Jul 16Overparametrizationand the Bias-Variance Dilemma
Speaker(s): Johannes Schmidt-Hieber