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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
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
Provably beneficial artificial intelligence by Stuart Russell
From causal inference to autoencoders and gene regulation by Caroline Uhler
The I/O Model
Index