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Research Areas
- AI and Machine Learning with particular emphasis on: Deep Learning, Neural Networks, Reinforcement Learning, and their Theoretical Foundations and
Applications.
- Applications, particularly in the Natural Sciences:
- Physics (High-Energy Physics, Cosmology, Quantum Mechanics);
- Chemistry (Prediction of Molecular Properties, Prediction of Chemical Reactions, Drug Discovery, Chemoinformatics);
- Biology (Neuroscience, Circadian Rhythms, Gene Regulation, Omic Sciences, Protein Structure Prediction, Bioinformatics, Systems Biology).
The driving interest behind my efforts is to understand natural and artificial intelligence.
New book:
Deep Learning in Science
Google
Scholar Profile
UCI Positions
Background
Ph.D. Mathematics, California Institute of Technology
Honors and Awards
- Lew Allen Research Award
- Laurel Wilkening Faculty Innovation Award
- Microsoft Faculty Research Award
- Fellow AAAI (Association for the Advancement of Artificial Intelligence)
- Fellow AAAS (American Association for the Advancement of Science)
- Fellow IEEE (Institute of Electrical and Electronics Engineers)
- 2010 Eduardo R. Caianiello Prize from the Italian Neural Network Society (SIREN)
- Fellow ACM (Association for Computing Machinery)
- Fellow ISCB (International Society for Computational
Biology)
Conferences
- 2014 ACM BCB Conference
- 2014
Workshop on Deep Learning: Theory, Algorithms, and Applications (Shonan,
Japan)
- 2015
Workshop on Deep Learning: Theory, Algorithms, and Applications
(Bertinoro, Italy)
- 2016 Southern California Machine Learning Symposium
- 2016 Workshop on
Deep Learning: Theory, Algorithms, and Applications (Boston, USA)
- 2016 ISMB Conference
- 2017
Workshop on Deep Learning: Theory, Algorithms, and Applications (Berlin,
Germany)
- 2018
Workshop on Deep Learning: Theory, Algorithms, and Applications (Tokyo,
Japan)
- 2019 Workshop on Deep Learning: Theory, Algorithms, and
Applications (Copenhagen, Denmark)
- 2023 Workshop on Deep Learning: Theory, Algorithms, and
Applications (Trento, Italy)
Contact Information
Pierre Baldi
School of Information and Computer Sciences
Office: 4038 Bren Hall
University of California, Irvine (UCI)
Irvine, CA 92697-3435
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(949) 824-5809 DIRECT
(949) 824-9813 FAX
pfbaldi [at] uci [dot] edu
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Administrative Assistant:
Janet Ko
Office IGB 240
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(949) 824-9997 DIRECT
jko [at] uci [dot] edu |
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