Aleksandrs Slivkins
- Introduction to Multi-Armed Bandits
2019/04/15 by Aleksandrs Slivkins, Slivkins, Aleksandrs · 14 voices · 50 citations
#cs.LG #cs.AI #cs.DS #stat.ML
- Multi-Armed Bandits in Metric Spaces
2008/09/29 by Robert Kleinberg, Kleinberg, Robert, Aleksandrs Slivkins +3 · 21 citations
Decision Sciences · Computer Science · Engineering · #Advanced Bandit Algorithms Research #Reinforcement Learning in Robotics #Smart Grid Energy Management
- Can large language models explore in-context?
2024/03/22 by Akshay Krishnamurthy, Keegan Harris, Krishnamurthy, Akshay +7 · 2 voices · 15 citations
Computer Science · #Natural Language Processing Techniques
- Contextual Dueling Bandits
2015/02/23 by Miroslav Dudı́k, Katja Hofmann, Dudík, Miroslav +7 · 10 citations
Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Machine Learning and Algorithms #Auction Theory and Applications
- Adaptive Contract Design for Crowdsourcing Markets: Bandit Algorithms for Repeated Principal-Agent Problems
2014/05/12 by Chien-Ju Ho, Ho, Chien-Ju, Aleksandrs Slivkins +3 · 8 citations
Business, Management and Accounting · Decision Sciences · #Advanced Bandit Algorithms Research #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Supply Chain and Inventory Management
- Resourceful Contextual Bandits
2014/02/27 by Ashwinkumar Badanidiyuru, Badanidiyuru, Ashwinkumar, John Langford +3 · 6 citations
Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Optimization and Search Problems #Auction Theory and Applications
- Characterizing Truthful Multi-Armed Bandit Mechanisms
2008/12/12 by Moshe Babaioff, Yogeshwer Sharma, Babaioff, Moshe +3 · 3 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #Data Structures and Algorithms (cs.DS) #F.1.2 #F.2.2 #FOS: Computer and information sciences #J.4 #K.4.4 #Machine Learning (cs.LG) #Optimization and Search Problems
- Truthful Mechanisms with Implicit Payment Computation
2010/04/21 by Moshe Babaioff, Babaioff, Moshe, Robert Kleinberg +3 · 3 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #Data Structures and Algorithms (cs.DS) #F.2.2 #FOS: Computer and information sciences #J.4 #K.4.4 #Optimization and Search Problems
- Contextual Bandits with Continuous Actions: Smoothing, Zooming, and Adapting
2019/02/05 by Akshay Krishnamurthy, Krishnamurthy, Akshay, John Langford +5 · 5 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
- Combinatorial Semi-Bandits with Knapsacks
2017/05/23 by Karthik Abinav Sankararaman, Aleksandrs Slivkins, Sankararaman, Karthik Abinav +1 · 5 citations
Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Optimization and Search Problems #Machine Learning and Algorithms
- Corruption-robust exploration in episodic reinforcement learning
2019/11/20 by Thodoris Lykouris, Lykouris, Thodoris, Max Simchowitz +5 · 5 citations
Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Smart Grid Energy Management
- The Price of Incentivizing Exploration: A Characterization via Thompson Sampling and Sample Complexity
2020/02/03 by Mark Sellke, Aleksandrs Slivkins, Sellke, Mark +1 · 3 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Computer Science and Game Theory (cs.GT) #Data Stream Mining Techniques #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms
- Adaptive Crowdsourcing Algorithms for the Bandit Survey Problem
2013/02/13 by Ittai Abraham, Omar Alonso, Abraham, Ittai +4 · 2 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Auction Theory and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing
- Constrained episodic reinforcement learning in concave-convex and knapsack settings
2020/06/09 by Kianté Brantley, Brantley, Kianté, Miroslav Dudı́k +11 · 3 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Data Structures and Algorithms (cs.DS) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
- The Externalities of Exploration and How Data Diversity Helps\n Exploitation
2018/06/01 by Manish Raghavan, Raghavan, Manish, Aleksandrs Slivkins +5 · 2 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Auction Theory and Applications #Computers and Society (cs.CY) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mobile Crowdsensing and Crowdsourcing
- Autobidders with Budget and ROI Constraints: Efficiency, Regret, and Pacing Dynamics
2023/01/30 by Brendan Lucier, Lucier, Brendan, Sarath Pattathil +5 · 2 citations
Business, Management and Accounting · Decision Sciences · #Advanced Bandit Algorithms Research #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #Consumer Market Behavior and Pricing #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Multi-parameter Mechanisms with Implicit Payment Computation
2013/02/18 by Moshe Babaioff, Robert Kleinberg, Babaioff, Moshe +3 · 1 citation
Business, Management and Accounting · Decision Sciences · Social Sciences · #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #Consumer Market Behavior and Pricing #Experimental Behavioral Economics Studies #F.2.2 #FOS: Computer and information sciences #J.4 #K.4.4
- How Many Workers to Ask? Adaptive Exploration for Collecting High\n Quality Labels
2014/11/01 by Ittai Abraham, Abraham, Ittai, Omar Alonso +9 · 1 citation
Business, Management and Accounting · Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Auction Theory and Applications #Consumer Market Behavior and Pricing #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Mobile Crowdsensing and Crowdsourcing
- Strategic Budget Selection in a Competitive Autobidding World
2023/07/14 by Yiding Feng, Feng, Yiding, Brendan Lucier +3 · 2 citations
Business, Management and Accounting · Decision Sciences · Economics, Econometrics and Finance · #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #Consumer Market Behavior and Pricing #Economic theories and models #FOS: Computer and information sciences #FOS: Economics and business #Theoretical Economics (econ.TH)
- Impact of Decentralized Learning on Player Utilities in Stackelberg Games
2024/02/29 by Kate Donahue, Donahue, Kate, Nicole Immorlica +7 · 2 citations
Decision Sciences · #Auction Theory and Applications
- Exploration and Incentives in Reinforcement Learning
2021/02/28 by Max Simchowitz, Simchowitz, Max, Aleksandrs Slivkins +1 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
- The Agentic Economy
2025/05/21 by David M. Rothschild, Rothschild, David M., Markus Mobius +17 · 3 voices · 4 citations
#cs.CY
- Incentivizing Combinatorial Bandit Exploration
2022/06/01 by Xinyan Hu, Dung Daniel Ngo, Hu, Xinyan +5 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Auction Theory and Applications #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Oracle-Efficient Pessimism: Offline Policy Optimization in Contextual Bandits
2023/06/13 by Lequn Wang, Wang, Lequn, Akshay Krishnamurthy +3 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification
- Greedy Algorithm for Structured Bandits: A Sharp Characterization of Asymptotic Success / Failure
2025/03/06 by Aleksandrs Slivkins, Slivkins, Aleksandrs, Yunzong Xu +3 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Game Theory and Applications #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
- The Evolution of Digital Search: From Blue Links to Delegated Decision-Making
2026/07/23 by David M. Rothschild, Nicole Immorlica, Brendan Lucier +2
#econ.GN #q-fin.EC