Does data interpolation contradict statistical optimality?

by Rakhlin, Alexander
Published 2021

Does data interpolation contradict statistical optimality?

by Rakhlin, Alexander
Published 2021

Near optimal finite time identification of arbitrary linear dynamical systems

by Sarkar, Tuhin, Rakhlin, Alexander
Published 2022

Just interpolate: Kernel "Ridgeless" regression can generalize

by Liang, Tengyuan, Rakhlin, Alexander
Published 2021

Beyond UCB: Optimal and Efficient Contextual Bandits with Regression Oracles

by Foster, Dylan J, Rakhlin, Alexander
Published 2021

Size-independent sample complexity of neural networks

by Golowich, Noah, Rakhlin, Alexander, Shamir, Ohad
Published 2021

Deep learning: a statistical viewpoint

by Bartlett, Peter L, Montanari, Andrea, Rakhlin, Alexander
Published 2021

Nonparametric System identification of Stochastic Switched Linear Systems

by Sarkar, Tuhin, Rakhlin, Alexander, Dahleh, Munther A
Published 2021

Finite Time LTI System Identification

by Sarkar, Tuhin, Rakhlin, Alexander, Dahleh, Munther A
Published 2021

Breast Tumor Cellularity Assessment Using Deep Neural Networks

by Rakhlin, Alexander, Tiulpin, Aleksei, Shvets, Alexey A, Kalinin, Alexandr A, Iglovikov, Vladimir I, Nikolenko, Sergey
Published 2021