Christopher J. Quinn

activity

20112020

most citedCausal Dependence Tree Approximations of Joint Distributions for Multiple Random Processes

6 citations · 10 across the 5 of their papers we have counts for

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2 papers · 1 filter

cs.LG2020

DART: aDaptive Accept RejecT for non-linear top-K subset identification

Mridul Agarwal, Vaneet Aggarwal, Christopher J. Quinn +1

We consider the bandit problem of selecting $K$ out of $N$ arms at each time step. The reward can be a non-linear function of the rewards of the selected individual arms. The direc…

cs.LG2018

Stochastic Top- $K$ Subset Bandits with Linear Space and Non-Linear Feedback

Mridul Agarwal, Vaneet Aggarwal, Christopher J. Quinn +1

Many real-world problems like Social Influence Maximization face the dilemma of choosing the best $K$ out of $N$ options at a given time instant. This setup can be modeled as a com…

DART: aDaptive Accept RejecT for non-linear top-K subset identification

Stochastic Top-K Subset Bandits with Linear Space and Non-Linear Feedback

Stochastic Top- $K$ Subset Bandits with Linear Space and Non-Linear Feedback