Zzong's Notes

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Bandit

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노트 14개

A Contextual-Bandit Approach to Personalized News Article Recommendation
An Asymptotically Optimal Primal-Dual Incremental Algorithm for Contextual Linear Bandits
Burst-induced Multi-Armed Bandit for Learning Recommendation
Burstiness scale - A parsimonious model for characterizing random series of events
Contextual Combinatorial Bandit and its Application on Diversified Online Recommendation
Contextual combinatorial cascading bandits
- ICML y2016 paper_review bandit
Deep Bayesian Bandits - Exploring in Online Personalized Recommendations
Deep Bayesian Bandits Showdown - An Empirical Comparison of Bayesian Deep Networks for Thompson Sampling
Interactively Optimizing Information Retrieval Systems as a Dueling Bandits Problem
Mortal Multi-Armed Bandits
Neural Contextual Bandits with Deep Representation and Shallow Exploration
- deep_learning contextual_bandit paper_review
Optimal Regret Analysis of Thompson Sampling in Stochastic Multi-armed Bandit Problem with Multiple Plays
Recommender systems using LinUCB - A contextual multi-armed bandit approach
Top-K Contextual Bandits with Equity of Exposure