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个人简介
My research spans foundations of computer science, machine learning, and optimization: from approximability of NP-hard problems, to combinatorial, convex and non-convex optimization and sampling, to tackling algorithmic questions involving dynamical systems, stochastic processes and polynomials.
I am also broadly interested in understanding and addressing some of the key questions that arise in nature and society from the viewpoint of theoretical computer science. Here, my current focus is on natural algorithms, emergence of intelligence, and foundational questions around algorithmic fairness.
I am also broadly interested in understanding and addressing some of the key questions that arise in nature and society from the viewpoint of theoretical computer science. Here, my current focus is on natural algorithms, emergence of intelligence, and foundational questions around algorithmic fairness.
研究兴趣
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CoRR (2023): 1522-1587
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