Lior Horesh

Overview

Lior Horesh

Title

Senior Manager, Mathematics & Theoretical Computer Science

Location

IBM Research - Yorktown Heights Yorktown Heights, NY USA

Bio

Dr. Lior Horesh is a Principal Research Staff Member, Master Inventor and a Senior Manager of the ‎Mathematics of AI group at IBM Research. 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.

Publications

Patents

Blog posts

Top collaborators

MS
Mark S. Squillante

Mark S. Squillante

Distinguished Research Staff Member and Manager, Foundations of Probability and Dynamics, Math Sciences
KC
Kenneth L Clarkson

Kenneth L Clarkson

Manager, Theory of Computation & Information; Distinguished Research Scientist
SD
Sanjeeb Dash

Sanjeeb Dash

Manager, Foundations of Optimization & Probability