ARCHIVES
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2024
Nov 26The First Optimal Parallel SGD in the Presence of Data, Compute and Communication Heterogeneity
Speaker(s): Prof. Peter Richtarik
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2024
Nov 22Colloquium |Upcoming
Provably Efficient Adiabatic Learning for Quantum-Classical Dynamics
Speaker(s): Jinpeng Liu (Tsinghua University)
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2024
May 22Demystifying Quantum Computing: A Linear Algebra Approach
Speaker(s): Bicheng Ying(Google Quantum AI)
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2024
Apr 25ColloquiumNonlinear Meta-learning Can Guarantee Faster Rates
Speaker(s): Zhu Li (University College London)
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2024
Apr 08ColloquiumMinimax optimality and generalization mechanism of foundation models
Speaker(s): Taiji Suzuki (The University of Tokyo)
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2024
Mar 28Colloquium海外游戏的数据驱动和算法应用与实践
Speaker(s): Qiaolin Chen (Tencent)
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2023
Nov 28ColloquiumCognitively Inspired machine learning for biomedical sciences
Speaker(s): Dianbo Liu (National University of Singapore)
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2023
Nov 16ColloquiumOn Learning Sparse High-Dimensional Functions with Gradient Descent
Speaker(s): Joan Bruna (Courant Institute, New York University)
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2023
Sep 01ColloquiumApproximation Theory of Deep Learning for Sequence Modelling
Speaker(s): Qianxiao Li（National University of Singapore）
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2023
May 26ColloquiumMachine Learning and Artificial Intelligence Seminar——从图双连通性的角度重新思考图神经网络的表达能力
Speaker(s): Bohang Zhang (Peking University)