3 citations · 10 across the 18 of their papers we have counts for
4 papers · 1 filter
Multi-Armed Bandits with Self-Information Rewards
Nir Weinberger, Michal Yemini
This paper introduces the informational multi-armed bandit (IMAB) model in which at each round, a player chooses an arm, observes a symbol, and receives an unobserved reward in the…
Error Probability Bounds for Coded-Index DNA Storage
Nir Weinberger
The DNA storage channel is considered, in which a codeword is comprised of unordered DNA molecules. At reading time, molecules are sampled with replacement, and then each m…
The Compound Information Bottleneck Outlook
Michael Dikshtein, Nir Weinberger, Shlomo Shamai
We formulate and analyze the compound information bottleneck programming. In this problem, a Markov chain is assumed wi…
Robust Linear Regression for General Feature Distribution
Tom Norman, Nir Weinberger, Kfir Y. Levy
We investigate robust linear regression where data may be contaminated by an oblivious adversary, i.e., an adversary than may know the data distribution but is otherwise oblivious…