Danil Provodin

11 papers A* 2Journal 8Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Rethinking Knowledge Transfer in Learning Using Privileged Information. Trans. Mach. Learn. Res. Danil Provodin, Bram van den Akker, Christina Katsimerou, Maurits Clemens Kaptein, Mykola Pechenizkiy
2024	—	`conf`	Bandits for Sponsored Search Auctions Under Unknown Valuation Model: Case Study in E-Commerce Advertising. ECML/PKDD (10) Danil Provodin, Jérémie Joudioux, Eduard Duryev
2024	A*	`conf`	Efficient Exploration in Average-Reward Constrained Reinforcement Learning: Achieving Near-Optimal Regret With Posterior Sampling. ICML Danil Provodin, Maurits Clemens Kaptein, Mykola Pechenizkiy
2024	J	`jnl`	Efficient Exploration in Average-Reward Constrained Reinforcement Learning: Achieving Near-Optimal Regret With Posterior Sampling. CoRR Danil Provodin, Maurits Kaptein, Mykola Pechenizkiy
2024	J	`jnl`	Rethinking Knowledge Transfer in Learning Using Privileged Information. CoRR Danil Provodin, Bram van den Akker, Christina Katsimerou, Maurits Kaptein, Mykola Pechenizkiy
2023	J	`jnl`	Learning Optimal Bidding Strategy: Case Study in E-Commerce Advertising. CoRR Danil Provodin, Jérémie Joudioux, Eduard Duryev
2023	J	`jnl`	Provably Efficient Exploration in Constrained Reinforcement Learning: Posterior Sampling Is All You Need. CoRR Danil Provodin, Pratik Gajane, Mykola Pechenizkiy, Maurits Kaptein
2022	J	`jnl`	An Empirical Evaluation of Posterior Sampling for Constrained Reinforcement Learning. CoRR Danil Provodin, Pratik Gajane, Mykola Pechenizkiy, Maurits Kaptein
2022	A*	`conf`	The Impact of Batch Learning in Stochastic Linear Bandits. ICDM Danil Provodin, Pratik Gajane, Mykola Pechenizkiy, Maurits Kaptein
2022	J	`jnl`	The Impact of Batch Learning in Stochastic Linear Bandits. CoRR Danil Provodin, Pratik Gajane, Mykola Pechenizkiy, Maurits Kaptein
2021	J	`jnl`	The Impact of Batch Learning in Stochastic Bandits. CoRR Danil Provodin, Pratik Gajane, Mykola Pechenizkiy, Maurits Kaptein