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Toward a Mathematical Theory of Deep Learning: Lessons from Personal Research

Abstract: A century ago, breakthroughs like relativity and quantum mechanics emerged from or developed alongside rigorous mathematical theories. Today's AI r...

From Industrial Software to Artificial Intelligence: Intelligent Engines of Scientific

Abstract: Industrial software is the weakest component in the entire Chinese industrial system. Its research and application in China lag far behind those in...

Recent Progresses on Online Linear Programming and Applications / SDP Relaxation for NP...

Lecture 1 Recent Progresses on Online Linear Programming and Applications  Abstract: A natural optimization model that formulates many online learning and re...

Stability conditions and Artin—Tits groups

Abstract: Artin—Tits groups are certain groups defined either algebraically as lifts (throwing away s^2 = 1) of Coxeter groups, or topologically as fundamen...

Particle exchange statistics beyond fermions and bosons

Organizer: 王晴睿 Abstract: It is commonly believed that there are only two types of particle exchange statistics in quantum mechanics, fermions and bosons, ...

Gu Chenlin

Research Areas Probability, Stochastic Processes, PDE Educational Background 2010/9-2014/7 Bachelor  Fudan University 2014/9-2017/8 Ingénieur  Ecole Polytech...

Wang Qingrui

Research Areas Mathematical Physics, Condensed Matter Theory Education 2011-2016 Ph.D., Tsinghua University 2007-2011 B.Sc., Tsinghua University Research Exp...

Diao Hansheng

Research Number Theory and p-adic Algebraic Geometry Education 2009-2014 Ph.D., Harvard University 2006-2009 Bachelor, MIT Work Work Experience 2019-Present ...

The Moment-SOS Hierarchy and its applications

Abstract: Roughly speaking, the Generalized Problem of Moments (GPM) is an infinite-dimensional linear op timization problem (i.e., an infinite dimensional l...

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