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Pierre Baldi

Distinguished Professor of Computer Science and Director of the Artificial Intelligence in Science InstituteUC Irvine

Pierre Baldi works at the intersection of biology and computer science with an expertise in artificial intelligence and deep learning.

Machine LearningNeural NetworksDeep LearningArtifical Intelligence
Malik Magdon-Ismail profile photo

Malik Magdon-Ismail

Professor, Computer ScienceRensselaer Polytechnic Institute

Learning from data and decision-making in complex data systems

Probability and Stochastic ProcessesPattern RecognitionMachine LearningBig DataAlgorithms
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Rayid Ghani

Distinguished Career ProfessorCarnegie Mellon University

Rayid Ghani designs and deploys AI systems with governments for health, housing and justice and advises them on AI governance & evaluation.

Public PolicyResponsible AIMachine LearningAI ProcurementAlgorithmic Bias
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Zachary Lipton

Associate ProfessorCarnegie Mellon University

Zachary Lipton's research spans machine learning methods and their applications in healthcare and natural language processing.

Machine LearningMachine IntelligenceNatural Language Processing (NLP)Deep Learning
Padhraic Smyth profile photo

Padhraic Smyth

Distinguished Professor of Computer Science and Director of the Data Science InitiativeUC Irvine

Padhraic Smyth studies machine learning, artificial intelligence, pattern recognition and applied statistics.

Machine LearningArtificial IntelligencePattern RecognitionStatistics
Matthias Winkenbach, PhD profile photo

Matthias Winkenbach, PhD

Director of Research, MIT Center for Transportation & Logistics | Senior Research Scientist, MIT | Chair, MIT Transportation Education Committee | Director, MIT Intelligent Logistics Systems Lab & MIT CAVE LabMIT Center for Transportation & Logistics

Dr. Winkenbach researches at the intersection of AI, operations research, and human decision-making — transforming global supply chains.

Last-Mile DeliverySupply Chain AIDrone LogisticsVehicle RoutingWarehouse Automation
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Aarti Singh

ProfessorCarnegie Mellon University

Aarti Singh's research focuses on design of AI agents that complement human decision making.

Signal ProcessingArtificial IntelligenceStatisticsMachine Learning
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Sai Zhang

Assistant ProfessorUniversity of Florida

Sai Zhang's research leverages machine learning and big biomedical data to decode complex human diseases and advance precision medicine.

Computational BiologyComputational GenomicsMachine LearningPrecision MedicineStatistical Genetics
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Carolyn Penstein Rosé

ProfessorCarnegie Mellon University

Carolyn Rosé's research advances Sociotechnical AI through human-AI collaboration and data-driven inductive biases and representations.

Computational Social SciencesComputational Data ScienceCoding AgentsMedical NLPAutomated Discourse Analysis
Mingzhang Yin profile photo

Mingzhang Yin

Assistant ProfessorUniversity of Florida

Mingzhang Yin studies probabilistic machine learning, Bayesian methods and causal inference.

Quantitative MarketingMachine LearningBayesian StatisticsCausal Inference