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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
Ameet Talwalkar profile photo

Ameet Talwalkar

Associate Professor, Machine LearningCarnegie Mellon University

Ameet Talwalkar's work is motivated by the goal of democratizing machine learning.

Machine LearningAlgorithmsComputational BiologyBioinformaticsData Mining
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
Olexandr Isayev profile photo

Olexandr Isayev

Assistant Professor, ChemistryCarnegie Mellon University

Olexandr Isayev's research focuses on solving fundamental chemical problems with machine learning, molecular modeling and quantum mechanics.

Theoretical ChemistryComputational ChemistryMachine LearningCheminformaticsDrug Discovery
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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.

Predictive AnalyticsMachine LearningEthicsPublic PolicyInformation Systems
Hoda Heidari profile photo

Hoda Heidari

Assistant ProfessorCarnegie Mellon University

Hoda Heidari is broadly interested in the Ethical and Societal Aspects of Artificial Intelligence and Machine Learning.

ElectionsFairness and AccountabilityArtificial IntelligenceEthicsMachine Learning
Tom Mitchell profile photo

Tom Mitchell

Founders University ProfessorCarnegie Mellon University

Tom Mitchell is a longtime researcher in AI, including new systems that can improve healthcare, education, climate and more.

Machine LearningArtificial IntelligenceComputational Neuroscience
Graham Neubig profile photo

Graham Neubig

Associate ProfessorCarnegie Mellon University

Graham Neubig's research is concerned with language and its role in human communication.

Machine LearningNatural Language ProcessingMachine TranslationSpoken Language Processing
Aarti Singh profile photo

Aarti Singh

ProfessorCarnegie Mellon University

Aarti Singh researches machine learning, statistics and signal processing, focusing on algorithms for learning and decision making.

Digital TwinsHuman Factors in Decision MakingAutonomous Decision MakingMachine LearningSignal Processing
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