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29 Results

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Poster
Thu 8:45 Marginal Density Ratio for Off-Policy Evaluation in Contextual Bandits
Muhammad Faaiz Taufiq · Arnaud Doucet · Rob Cornish · Jean-Francois Ton
Poster
Tue 15:15 An Improved Relaxation for Oracle-Efficient Adversarial Contextual Bandits
Kiarash Banihashem · MohammadTaghi Hajiaghayi · Suho Shin · Max Springer
Workshop
Stackelberg Games with Side Information
Keegan Harris · Steven Wu · Maria-Florina Balcan
Workshop
Sat 14:20 Stackelberg Games with Side Information
Keegan Harris · Steven Wu · Maria-Florina Balcan
Poster
Wed 15:00 Tracking Most Significant Shifts in Nonparametric Contextual Bandits
Joe Suk · Samory Kpotufe
Workshop
Online Learning of Optimal Prescriptions under Bandit Feedback with Unknown Contexts
Hongju Park · Mohamad Kazem Shirani Faradonbeh
Poster
Tue 15:15 Cascading Contextual Assortment Bandits
Hyun-jun Choi · Rajan Udwani · Min-hwan Oh
Poster
Tue 8:45 Practical Contextual Bandits with Feedback Graphs
Mengxiao Zhang · Yuheng Zhang · Olga Vrousgou · Haipeng Luo · Paul Mineiro
Workshop
Harnessing the Power of Federated Learning in Federated Contextual Bandits
Chengshuai Shi · Kun Yang · Ruida Zhou · Cong Shen
Workshop
Sat 13:00 Harnessing the Power of Federated Learning in Federated Contextual Bandits
Chengshuai Shi · Kun Yang · Ruida Zhou · Cong Shen
Poster
Wed 8:45 Efficient Batched Algorithm for Contextual Linear Bandits with Large Action Space via Soft Elimination
Osama Hanna · Lin Yang · Christina Fragouli
Poster
Thu 8:45 Follow-ups Also Matter: Improving Contextual Bandits via Post-serving Contexts
Chaoqi Wang · Ziyu Ye · Zhe Feng · Ashwinkumar Badanidiyuru Varadaraja · Haifeng Xu