Sasha Rakhlin, Department of Statistics
Faculty

Homepage: http://stat.wharton.upenn.edu/~rakhlin/

My interests are in theoretical aspects of learning, in particular:

  • Statistical Learning Theory
    • Rates of Convergence
    • Empirical Processes
    • Stability of Algorithms
  • Game-Theoretic Learning
    • Multi-armed Bandits
    • Individual Sequence prediction
  • Optimization
    • Sequential optimization, decision making
  • Information Theory
    • Fundamental limits

I am currently exploring connections between optimization, sequential decision-making, and statistical learning.

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