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Project 10b. University of Amsterdam Optimization and Machine Learning
Leader |
Prof.dr. S.I. Birbil |
Address |
Plantage Muidergracht 12, 1018 TV Amsterdam, P.O. Box 15953, 1001 NL Amsterdam |
Phone |
020-5256024 |
Research staff |
- Chintan Amrit
- Ilker Birbil
- Arnoud den Boer
- Erdinc Durak
- Mayukh Ghosh
- Rob Goedhart
- Joaquim Gromicho
- Dick den Hertog
- Evangelos Kanoulas
- Alex Kuiper
- Jannis Kurtz
- Robert Lee
- Donato Maragno
- Tabea Röber
- Marc Salomon
- Marit Schoonhoven
- Paulina von Stackelberg
- Merel Wemelsfelder
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Research themes |
- Interplay between machine learning and optimization
- First and second order methods in (un)supervised learning
- Mathematical programming models for interpretability
- Stochastic search and optimization in reinforcement learning
- Optimization in deep neural networks
- Optimization with constraint learning
- Data literacy for decision making
- Applications in business and society
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