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Batch-Size Independent Regret Bounds for Combinatorial Semi-Bandits with Probabilistically Triggered Arms or Independent Arms.

, , , , , and . NeurIPS, (2022)

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Spatial outlier detection: random walk based approaches., , and . GIS, page 370-379. ACM, (2010)Contextual Combinatorial Bandits with Probabilistically Triggered Arms., , , , , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 22559-22593. PMLR, (2023)Combinatorial Multivariant Multi-Armed Bandits with Applications to Episodic Reinforcement Learning and Beyond., , , , , , , , , and . ICML, OpenReview.net, (2024)Achieving Near-Optimal Individual Regret & Low Communications in Multi-Agent Bandits., , , , , , and . ICLR, OpenReview.net, (2023)Text Analysis of Cases Description in Urban Management Field Based on Knowledge Atlas., , , and . CSAE, page 135:1-135:7. ACM, (2018)Exploration for Free: How Does Reward Heterogeneity Improve Regret in Cooperative Multi-agent Bandits?, , , , , , and . UAI, volume 216 of Proceedings of Machine Learning Research, page 2192-2202. PMLR, (2023)Federated online clustering of bandits., , , , and . UAI, volume 180 of Proceedings of Machine Learning Research, page 1221-1231. PMLR, (2022)Toward a consistent performance evaluation for defect prediction models., , , , , , , , , and . CoRR, (2023)Graphlet Count Estimation via Convolutional Neural Networks., , , and . CoRR, (2018)On-Demand Communication for Asynchronous Multi-Agent Bandits., , , , , , and . CoRR, (2023)