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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
Research themes
  1. Interplay between machine learning and optimization
  2. First and second order methods in (un)supervised learning
  3. Mathematical programming models for interpretability
  4. Stochastic search and optimization in reinforcement learning
  5. Optimization in deep neural networks
  6. Optimization with constraint learning
  7. Data literacy for decision making
  8. Applications in business and society