The following papers have been accepted for presentation at AISTATS2019.
K.Miyaguchi and K.Yamanishi:
“Adaptive Minimax Regret against Smooth Logarithmic Losses over High-Dimensional l1-Balls via Envelope Complexity”
A.Nitanda and T.Suzuki:
“Stochastic Gradient Descent with Exponential Convergence Rates of Expected Classification Errors”