Application to join Tatjana Chavdarova's group as Research Assistant (Hiwi), PhD student or Postdoc
Topics to work on include (ordered by priority), but are not limited to:
  • Theory of Games in Machine Learning: developing new optimization methods, proving convergence, studying Variational Inequalities
  • Applying insights of the theory of games in ML, for example, to:
     - develop novel multi-player algorithmic approaches for a specific ML problem or area, or novel ML approach for problems in macroeconomics, mechanism design, etc.
     - multi-agent reinforcement learning
     - solve a specific multi-player application, e.g., competing drones
  • Robustness in machine learning -- most often formalized as a two-player game, distribution shift
  • estimating uncertainty via a multi-player approach
Applications are reviewed periodically -- please check my website https://chavdarova.github.io/ for open positions.

The positions are at CISPA, and the degree is issued by a partner university.

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Please email me (tatjana.chavdarova@berkeley.edu) with your documents:
  • CV,
  • transcript, and
  • short motivation letter
when you complete this form.
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