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Thomas Pethick

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  • Publications
  • Online learning
    • Online convex optimization
    • Hedge and bandits
    • Gaussian processes and Hedge for infinite armed bandits
  • Talks
    • Provably beneficial artificial intelligence by Stuart Russell
    • From causal inference to autoencoders and gene regulation by Caroline Uhler
  • Posts
    • Polyak stepsize through a hyperplane projection interpretation
    • Acceleration convergence using a potential function
    • Various ways of writing Nesterov’s acceleration
    • Gradient boosting
    • Bayesian logistic regression
    • The I/O Model

Talks

Talks#

  • Provably beneficial artificial intelligence by Stuart Russell
  • From causal inference to autoencoders and gene regulation by Caroline Uhler

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Gaussian processes and Hedge for infinite armed bandits

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Provably beneficial artificial intelligence by Stuart Russell

By Thomas Pethick

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