基本信息
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职业迁徙
个人简介
I have three research areas: (a) logics for probabilistic systems and languages (b) theoretical aspects of machine learning (c) quantum information theory. I work on approximation of continuous-state systems and associated metrics and logics. I am working on equivalences and metrics for diffusion and similar continuous-time Markov processes. I am working on a quantitative extension of equational logic which allows one to carry out approximate reasoning equationally. In machine learning I am actively working on the use of metrics, geometry and symmetry in reinforcement learning. I have worked on Stone duality for Markov processes and completeness theorems for Markovian logics. I also worked on duality for automata and using it for minimization. I have not been active in quantum information theory for a while but I have just started working on it again.
研究兴趣
论文共 311 篇作者统计合作学者相似作者
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CoRR (2024)
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JOURNAL OF MACHINE LEARNING RESEARCH (2024)
Trans. Mach. Learn. Res. (2023)
International Conference on Artificial Intelligence and Statistics (2023): 3916-3924
MSCS Mathematical structures in computer science/Mathematical structures in computer scienceno. 4-5 (2023): 222-258
Outstanding contributions to logicpp.1147-1157, (2023)
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CoRR (2023)
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作者统计
#Papers: 317
#Citation: 7669
H-Index: 42
G-Index: 75
Sociability: 6
Diversity: 2
Activity: 34
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