Martin Mladenov

1. RecSim: A Configurable Simulation Platform for Recommender Systems
   2019/09/11 by Eugene Ie, Ie, Eugene, Chih‐Wei Hsu +13 · 22 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence in Games #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
2. Demystifying Embedding Spaces using Large Language Models
   2023/10/06 by Guy Tennenholtz, Yinlam Chow, Tennenholtz, Guy +16 · 2 voices · 5 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling #cs.AI #cs.CL #cs.LG
3. RecSim NG: Toward Principled Uncertainty Modeling for Recommender Ecosystems
   2021/03/14 by Martin Mladenov, Mladenov, Martin, Chih‐Wei Hsu +17 · 5 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques #Topic Modeling
4. Empirical Bayes Regret Minimization
   2019/04/04 by Chih‐Wei Hsu, Hsu, Chih-Wei, Branislav Kveton +7 · 5 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Reinforcement Learning in Robotics
5. Modeling Recommender Ecosystems: Research Challenges at the Intersection of Mechanism Design, Reinforcement Learning and Generative Models
   2023/09/08 by Craig Boutilier, Martin Mladenov, Boutilier, Craig +3 · 1 citation
   Physics and Astronomy · #Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Opinion Dynamics and Social Influence