research
∙
07/25/2022
On Confidence Sequences for Bounded Random Processes via Universal Gambling Strategies
This paper considers the problem of constructing a confidence sequence f...
share
research
∙
02/12/2022
An Information-Theoretic Proof of the Kac–Bernstein Theorem
A short, information-theoretic proof of the Kac–Bernstein theorem, which...
research
∙
02/05/2022
One-Nearest-Neighbor Search is All You Need for Minimax Optimal Regression and Classification
Recently, Qiao, Duan, and Cheng (2019) proposed a distributed nearest-ne...
research
∙
02/04/2022
On Universal Portfolios with Continuous Side Information
A new portfolio selection strategy that adapts to a continuous side-info...
research
∙
02/04/2022
Parameter-free Online Linear Optimization with Side Information via Universal Coin Betting
A class of parameter-free online linear optimization algorithms is propo...
research
∙
11/11/2019
Feedback Recurrent AutoEncoder
In this work, we propose a new recurrent autoencoder architecture, terme...
research
∙
05/27/2019