Lior Horesh  Lior Horesh photo         

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Senior Manager, Mathematics and Theoretical Computer Science
MIT-IBM Research Lab


Professional Associations

Professional Associations:  INFORMS  |  IPIA - Inverse Problems International Association  |  Mathematical Optimization Society  |  Society for Industrial and Applied Mathematics

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More information:  Dr. Lior Horesh


Dr. Lior Horesh is a Principal Research Scientist and a Senior Manager of the ‎Mathematics and Theoretical Computer Science group the MIT-IBM Research Lab. His group’s mission is to approach some of the big ‎challenges the field of AI is facing, from a principled mathematical angle. This involves conceiving ‎and bringing in state-of-the-art mathematical theories, algorithms and analysis tools, in hope of ‎advancing fundamentally generalizability, scalability and interpretability of AI.


Additionally, Dr. Horesh ‎holds an adjunct Associate Professor position at the Computer Science department of Columbia ‎University where he teaches graduate level Advanced Machine Learning and Quantum Computing ‎courses. Dr. Horesh Received his Ph.D. in 2006 from UCL and joined IBM in 2009.


Dr. Horesh's research ‎work focuses on algorithmic and theoretical aspects of tensor algebra, numerical analysis, simulation ‎of complex systems, inverse problems, non-linear optimization, experimental design, machine learning, quantum ‎computing and the interplay between first principles models and AI in the context of symbolic scientific discovery.