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Professor Emeritus
Photo of Arie Admon
+972-48293407
e-mail
Proteomics; Cancer Vaccines; Antigen Processing and Presentation; Big data of proteomics and peptidomics; Bioinformatics of proteomics and mass spectrometry.
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.
Associate Professor
Photo of Ayelet Lamm
+972-778871939
e-mail
We study fundamental epigenetics processes affecting gene expression and regulation by using bioinformatics, generating pipelines, and experimental biology.
Professor
Photo of Ayellet Tal
+972-48294651
e-mail
Computer Vision, Computer Graphics, Machine Learning, Visualization.
Associate Professor
Photo of Barak Fishbain
+972-48293177
e-mail
Enviromatics; machine learning methods and mathematical for natural complex environments; hydro-informatics; atmospheric-informatics; precise agriculture; structural health; smart infrastructure systems and connected transportation.
Associate Professor
Photo of Benny Kimelfeld
+972-48295528
e-mail
Enumeration of query results, probabilistic, incomplete and inconsistent databases, infrastructure for text analytics, databases for preferences and social choice, and database aspects of machine learning
Assistant Professor
Photo of Daniel Soudry
e-mail
Deep Learning, i.e., neural networks: understanding them theoretically (e.g., their implicit bias) and improving them (e.g., their resource efficiency and speed during training and inference).
Associate Professor
Photo of Daphne Weihs
+972-48294134
e-mail
Mechanobiology of cancer and wounds. Early-prognosis of cancer metastasis. Wound healing and prevention. Experiments, Finite element modeling, machine learning.
Assistant Professor
Photo of David Azriel
+972-48294371
e-mail
Optimal designs for clinical trials, Regression, Semi-supervised learning, Statistical theory.
Associate Professor
Photo of Dori Derdikman
+972-48295349
e-mail
Recording nerve cells in the brain during tasks of learning and memory, using tetrodes and micro-electrodes. Recording of nerve-cell populations during behavior. New techniques for recording of multiple nerve cells in awake behaving animals.
Professor
Photo of Dov Dori
+972-48294409
e-mail
Conceptual Modeling, Systems Eng. and Modeling, Systems Architecture, Enterprise Systems Modeling; Object-Process Methodology; Ontologies; Software Development Methodologies, Semantic Web; Systems Biology, Robotics.
Associate Professor
Photo of Eitan Yaacobi
+972-48294952
e-mail
Information and coding theory with applications to non-volatile memories, associative memories, data storage and retrieval, distributed storage, privacy, and DNA storage.
Assistant Professor
Photo of Erez Karpas
+972-48292034
e-mail
Automated Planning, Robotics, Artificial Intelligence.
Professor
Photo of Gad Rennert
e-mail
Establishing and analyzing large-scale clinical and biological/genetic bio-banks and databases to study disease etiology and clinical behavior, especially with regards to malignancies.
Assistant Professor
Photo of Gala Yadgar
+972-778871321
e-mail
Caching, Content Distribution, Optimizations for Flash Based Storage, Erasure Coding, Deduplication, Workload Characterization and Improved Analysis Tools.
Assistant Professor
Photo of Galit Yom Tov
+972-48294510
e-mail
Service Engineering/Service Operations; Behavioral Operations; Queueing Networks and Approximations; Healthcare and Call-center Operational Design.
Assistant Professor
Photo of Guy Gilboa
+972-48294653
e-mail
Image processing and computer vision, with strong focus on mathematical models related to calculus of variations and nonlinear spectral theory.
Assistant Professor
Photo of Haguy Wolfenson
+972-48295239
e-mail
Nano and micro-fabricated surfaces for cell biology research; Mechanobiology of Cells.
Professor
Photo of Hossam Haick
+972-48293087
e-mail
Nano-array devices for screening, diagnosis and monitoring of disease, nanomaterial-based chemical (flexible) sensors, electronic skin, breath analysis, volatile biomarkers, and cell-to-cell communication.
Professor
Photo of Idit Keidar
+972-48294649
e-mail
Distributed and network-based computing, Distributed Storage, Parallel Computing, Blockchains.
Assistant Professor
Photo of Ido Kaminer
+972-48292051
e-mail
Implications of quantum mechanics on future technology; Algorithms to automate research in fundamental science and in mathematics; Fundamentals of light-matter interactions; Probing materials with ultrafast electrons and photons.
Assistant Professor
Photo of Inbal Talgam-Cohen
+972-48294935
e-mail
Algorithmic game theory; Theory of computation; Optimization; AI; Internet economics; Market design; Auctions.
Professor
Photo of Isaac Keslassy
+972-48295738
e-mail
Using machine learning in datacenter networks and high-performance routers, e.g., for congestion control, flow classification, and buffer management.
Professor
Photo of Israel Cohen
+972-48294731
e-mail
InterArray processing, signal processing, deep learning, analysis and modeling of acoustic signals, speech enhancement, noise estimation, source localization, blind source separation, system identification and adaptive filtering.
Assistant Professor
Photo of Izhak Kehat
+972-4829040
e-mail
Genomics and epigenetics and cardiac imaging.
Assistant Professor
Photo of Joachim Behar
+972-48294125
e-mail
The Artificial Intelligence in Medicine Laboratory (AIMLab.) researches innovative pattern recognition algorithms to exploit the information encrypted within large datasets of physiological time series.
Lecturer
Photo of John Kennedy
e-mail
Data Science Methods: Spectral Total Variation Techniques; Biomedical Engineering: PET/CT and SPECT/CT data fusion, characterization, quantitation, artifact removal, optimization of clinical imaging protocols.
Associate Professor
Photo of Karel Martens
+972-48294060
e-mail
Accessibility, mobility, travel problems, disparities, social exclusion, equity.
Assistant Professor
Photo of Keren Yitzhak
+972-778875332
e-mail
Computational Cancer Genomics; Our lab addresses emerging challenges in computational cancer genomics by developing and applying computational methods for cancer data analysis.
Assistant Professor
Photo of Kfir Yehuda Levy
+972-48294749
e-mail
Machine Learning and Optimization.
Associate Professor
Photo of Maytal Caspary Toroker
+972-48294298
e-mail
Machine learning for material design.
Professor
Photo of Michael Elad
+972-48294169
e-mail
Data models; Sparse Representations – Theory and Practice and their Connection to Deep-Learning; Inverse Problems in Signal and Image Processing; Image Denoising; Graph-Based Signal Processing; Patch-Based Image Processing; Super-Resolution
Professor
Photo of Michael Lindenbaum
+972-48294331
e-mail
Image analysis, statistical analysis of visual tasks, and the application of deep learning to vision tasks.
Associate Professor
Photo of Mirela Ben Chen
+972-48293378
e-mail
Modeling and understanding the geometry of shapes, differential geometry, architectural geometry, remeshing for fabrication, numerical optimization and harmonic analysis, animation, fluid simulation.
Associate Professor
Photo of Miriam Iris Barak
+972-48293883
e-mail
Science and engineering education; 21st century skills with an emphasis on innovative, critical, and flexible thinking; Project-based learning; Motivation to learn; Massive open online course (MOOC); Ethics of research.
Associate Professor
Photo of Miriam Zacksenhouse
+972-778872092
e-mail
Control policies that facilitates learning and sim2real transfer with applications to robot assembly and legged locomotion; Invasive and non-invasive Brain Machine Interfaces (BMIs) and error related processing;
Professor
Photo of Nahum Shimkin
+972-48294734
e-mail
Markov Decision Processes and Stochastic Control; Reinforcement Learning; Online Learning and Bandit Processes; Game Theoretic Analysis of Queueing Systems; Trajectory Optimization; Cooperative Mission Planning.
Professor
Photo of Nathan Karin
+972-48295232
e-mail
The Lab focuses on T cell immunology in the interface between cancer and autoimmunity, with a particular interest in chemokine-chemokine receptor interactions. The lab develops unique strategies for cancer immunotherapies and for restraining autoimmunity.
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 Nir Weinberger
e-mail
information theory, probability and statistics in high dimension, nonparametric regression, large deviations bounds, analysis of Boolean functions.
Assistant Professor
Photo of Noam Kaplan
+972-48295293
e-mail
Research intereWe combine experimental and computational methods to gain a mechanistic understanding of how the genome encodes its organization and how this organization conveys biological function.
Assistant Professor
Photo of Ofra Amir
+972-48294412
e-mail
Artificial Intelligence; Human-Computer Interaction; Intelligent User Interfaces; Explainable AI.
Assistant Professor
Photo of Or Aleksandrowicz
+9724-8294041
e-mail
Building physics; Building performance simulation; Bioclimatic design; Urban microclimate; Building technology; History of architecture and architectural technology; Urban history; Digital Humanities.
Professor
Photo of Orit Hazzan
+972-48293107
e-mail
Cognitive and social processes of computer science, software engineering and data science education, on the individual, the team and the organization levels, in all kinds of organizations.
Associate Professor
Photo of Rakefet Ackerman
+972-547558378
e-mail
When facing challenging tasks in computerized and daily tasks, people must engage in mental effort management. Professor Ackerman studies factors that drive cognitive biases and waste of thinking time.
Associate Professor
Photo of Rann Smorodinsky
+972-48294422
e-mail
Game theory, Economic theory, Privacy.
Associate Professor
Photo of Roi Reichart
+972-48294503
e-mail
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.
Professor
Photo of Ron Kimmel
+972-48294616
e-mail
Computer vision, graphics, Geometric machine learning and big data, computational medicine and biometry, applied metric and differential geometries.
Professor
Photo of Ron Meir
+972-48294658
e-mail
Information processing, learning and control in natural and artificial systems, reinforcement learning, lifelong learning, multi agent learning, the perception action cycle.
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.
Assistant Professor
Photo of Sagi Dalyot
+972-48295991
e-mail
Geodata science, methods of interpretation, mining, and integration of crowdsourced content to augment and develop location-based services and smart mapping infrastructures. Spatial-cognition, navigation, and the built-environment.
Associate Professor
Photo of Shahar Kvatinsky
+972-778871502
e-mail
Performing logic using memory cells to build the memristive memory processing unit (mMPU), mixed-signal circuits, RF circuits, neuromorphic computing, cytomorphic systems, deep learning accelerators, internet-of-things, and hardware security.
Professor
Photo of Shaul Markovitch
+972-48294346
e-mail
Artificial Intelligence, Machine Learning, Natural Language Semantics, Anytime Learning, Active and Selective Learning, Information retrieval, Multi-agent Systems, Adversary search, Opponent Modeling, Resource-bounded reasoning, Cost-sensitive Learning.
Assistant Professor
Photo of Shimrit Shtern
972-48294437
e-mail
Robust and adaptive optimization; Data-driven optimization; Algorithms for nonconvex and mixed-integer optimization; Optimization applications in: energy, inventory systems, estimation and control, statistics and healthcare.
Professor
Photo of Shmuel Onn
+972-48294416
e-mail
Algebraic and Geometric Methods for Discrete Optimization.
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.
Assistant Professor
Photo of Tamir Hazan
+972-48294414
e-mail
Theoretical & practical aspects of machine learning. Mathematical solutions to real-life problems demonstrating non-traditional statistical behavior.
Associate Professor
Photo of Tomer Michaeli
+972-48294756
e-mail
Computer Vision; Machine Learning; Image Processing; Signal Processing.
Professor
Photo of Tomer Toledo
+972-48293080
e-mail
Transportation systems modeling and analysis, traffic simulation modeling, driving and travel behavior, intelligent transportation systems, traffic management and control.
Assistant Professor
Photo of Tzipi Horowitz-Kraus
+972-48292165
e-mail
Relating brain functional / structural patterns to children’s abilities (reading, language, memory, attention). Modeling physiological datasets (speech, heart rate, eye-movement, brain markers etc) for intervention and diagnostic tools.
Assistant Professor
Photo of Uri Shalit
+972-48294440
e-mail
Machine learning; causal inference; machine learning for healthcare; 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.
Associate Professor
Photo of Yair Goldberg
e-mail
Survival analysis, Empirical processes, Machine learning, Semiparametric models.
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.
Yoav Shechtman
Assistant Professor
Photo of Yoav Shechtman
+972-48291422
e-mail
Computational imaging, fluorescence microscopy, cellular imaging, 3D imaging, super-resolution microscopy, wavefront shaping
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.