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Professor
Photo of Assaf Schuster
+972-48294330
e-mail
Distributed and Scalable Deep Learning; Deep Learning for Personal Medicine; Randomness in Deep Learning; Analytics of Rapid Data Streams; Complex Event Processing (CEP); Internet of Things and Smart Systems; Privacy Preserving; Cyber Security; Cloud Management
Professor
Photo of Avigdor Gal
+972-48294425
e-mail
Schema Matching; Entity Resolution; Semantic Integration of Data Resources; Business Process Management; Temporal Databases and Temporal Evolution of Databases.
Professor
Photo of Avishai Mandelbaum
+972-48294504
e-mail
Service-Engineering of large operations (e.g. hospitals / emergency-departments, call / contact-centers, courts, …); Operations research; Statistics; Queueing science & theory; Control theory; Data- and process-mining.
Professor
Photo of Idit Keidar
+972-48294649
e-mail
Distributed and network-based computing, Distributed Storage, Parallel Computing, Blockchains.
Assistant Professor
Photo of Inbal Talgam-Cohen
+972-48294935
e-mail
Algorithmic game theory; Theory of computation; Optimization; AI; Internet economics; Market design; Auctions.
Assistant Professor
Photo of Kfir Yehuda Levy
+972-48294749
e-mail
Machine Learning and Optimization.
Associate Professor
Photo of Nir Ailon
+972-48294842
e-mail
Machine Learning and Statistics, Combinatorial Optimization and Approximation Algorithms, Algorithmic Dimension Reduction and Applications, Complexity.
Assistant Professor
Photo of Nir Rosenfeld
e-mail
Modeling and predicting human behavior and social dynamics; Learning to support human decision-making; Training for human objectives and with humans in the loop; Implications of deploying predictive models in social contexts.
Assistant Professor
Photo of Ori Plonsky
972-48294436
e-mail
Predicting human decision making; Mining behavioral data; behavioral economics; behavioral decision making; human learning processes; behavioral mechanism design; behavioral public policy.
Associate Professor
Photo of Roi Reichart
+972-48294503
e-mail
Natural Language Processing (NLP). Out-of-distribution generalization in NLP (e.g. cross-language and cross-domain learning); NLP for social, behavioral and health science; Causality and model interpretation.
Associate Professor
Photo of Ronen Talmon
+972-48294750
e-mail
Geometry-based Data Analysis & Modeling; Signal Processing; Applied Harmonic Analysis; Diffusion Geometry; Biomedical Signal Processing; Computational Neuroscience.
Professor
Photo of Roy Friedman
+972-4-8294264
e-mail
Caching, network monitoring, stream processing, reliable distributed systems, high-availability and fault-tolerance, blockchains, cloud computing, wireless mobile ad hoc network
Professor
Photo of Shie Mannor
+972-48293284
e-mail
AI and machine learning, reinforcement learning and planning; learning, optimization and control under uncertainty, Multi-agent systems, Optimization of large scale problems, application of machine learning to a variety of problems: power grids, communication networks, etc.
Associate Professor
Photo of Shoham Sabach
+972-48294442
e-mail
Continuous Optimization: Theory and Algorithms, development and analysis of Optimization Methods for large-scale optimization problems, Applications of Optimization Methods in Machine/Deep Learning.
Associate Professor
Photo of Vadim Indelman
+972-48293815
e-mail
The intersection of probabilistic perception and inference, learning, and planning under uncertainty, both for single and distributed multi-agent autonomous systems.
Assistant Professor
Photo of Yaniv Romano
+972-48294959
e-mail
Research centers around the theory and practice of statistical inference and machine learning, focusing on the reliability, robustness, and interpretability of modern data-driven algorithms.
Assistant Professor
Photo of Yonatan Belinkov
+97248294958
e-mail
Natural language processing; machine learning for language understanding and generation; neural network representations; interpretability and robustness of machine learning models.
Associate Professor
Photo of Yuval Cassuto
+972-48294642
e-mail
Storage devices, systems; Reliable data distribution in networks; Coding theory, Data compression.