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Search All 2022 Events
106 Results
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Poster
Tue 14:00
Incentivizing Combinatorial Bandit Exploration
Xinyan Hu · Dung Ngo · Aleksandrs Slivkins · Steven Wu
Poster
Thu 14:00
Batch-Size Independent Regret Bounds for Combinatorial Semi-Bandits with Probabilistically Triggered Arms or Independent Arms
Xutong Liu · Jinhang Zuo · Siwei Wang · Carlee Joe-Wong · John C.S. Lui · Wei Chen
Poster
Wed 14:00
Finding Optimal Arms in Non-stochastic Combinatorial Bandits with Semi-bandit Feedback and Finite Budget
Jasmin Brandt · Viktor Bengs · Björn Haddenhorst · Eyke Hüllermeier
Poster
When Combinatorial Thompson Sampling meets Approximation Regret
Pierre Perrault
Poster
Wed 9:00
Online Learning and Pricing for Network Revenue Management with Reusable Resources
Huiwen Jia · Cong Shi · Siqian Shen
Poster
Tue 9:00
Collaborative Linear Bandits with Adversarial Agents: Near-Optimal Regret Bounds
Aritra Mitra · Arman Adibi · George J. Pappas · Hamed Hassani
Poster
Wed 14:00
Instance-optimal PAC Algorithms for Contextual Bandits
Zhaoqi Li · Lillian Ratliff · houssam nassif · Kevin Jamieson · Lalit Jain
Poster
Wed 9:00
On Elimination Strategies for Bandit Fixed-Confidence Identification
Andrea Tirinzoni · Rémy Degenne
Poster
Thu 9:00
Dynamic Learning in Large Matching Markets
Anand Kalvit · Assaf Zeevi
Poster
Thu 9:00
Non-Stationary Bandits under Recharging Payoffs: Improved Planning with Sublinear Regret
Orestis Papadigenopoulos · Constantine Caramanis · Sanjay Shakkottai
Poster
Wed 14:00
An Asymptotically Optimal Batched Algorithm for the Dueling Bandit Problem
Arpit Agarwal · Rohan Ghuge · viswanath nagarajan
Poster
Wed 14:00
Dynamic Pricing with Monotonicity Constraint under Unknown Parametric Demand Model
Su Jia · Andrew Li · R Ravi
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