Tel Aviv University

Big Data Lab

Advancing Artificial Intelligence, Data Science,
and Healthcare through cutting-edge research

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ES
TAU Tel Aviv University
Stanford Stanford HAI (Visiting)

Principal Investigator

Prof. Erez Shmueli

Erez Shmueli is a Professor at Tel Aviv University and the head of the Big Data Lab. His research spans Artificial Intelligence, Data Science, and Healthcare, with a focus on developing methods and algorithms that extract actionable insights from large and complex datasets.

Prof. Shmueli is also a Visiting Professor at Stanford University's Human-Centered Artificial Intelligence (HAI) Institute, where he collaborates on AI research that keeps people at the center of design and development.

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What We Do

Research Areas

Our lab pursues fundamental and applied research across three interconnected pillars.

Artificial Intelligence

Developing novel machine learning and deep learning algorithms that push the boundaries of what AI systems can learn and infer from complex, high-dimensional data.

  • Deep Learning
  • Graph Neural Networks
  • Representation Learning
  • Explainable AI

Data Science

Designing scalable methods for mining patterns, structure, and knowledge from large, heterogeneous datasets — including social networks, mobility traces, and behavioral data.

  • Large-Scale Data Mining
  • Network Science
  • Computational Social Science
  • Privacy & Fairness

Healthcare AI

Applying AI and data science to transform medicine — from predictive modeling of clinical outcomes and electronic health records analysis to population-level epidemiological insights.

  • Clinical Prediction Models
  • EHR Analysis
  • Digital Biomarkers
  • Personalized Medicine

Our People

Team

A diverse group of PhD students, postdocs, and researchers united by curiosity and rigor.

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Prof. Erez Shmueli

Principal Investigator

Tel Aviv University · Stanford HAI (Visiting)

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PhD Students

Lab members

Details coming soon

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Postdoctoral Researchers

Lab members

Details coming soon

Our Work

Selected Publications

Recent highlights from the lab — see Google Scholar for the full list.

2024

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Shmueli E. et al.

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2023

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Shmueli E. et al.

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2023

Publication title will appear here

Shmueli E. et al.

Venue / Conference / Journal

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View All on Google Scholar

Get in Touch

Contact

Interested in collaboration or joining the lab? We'd love to hear from you.

Email

shmueli@tauex.tau.ac.il

Location

School of Electrical Engineering
Tel Aviv University
Tel Aviv, Israel

Office Hours

By appointment —
please reach out via email to schedule.