Yevgeny Seldin

1. An Optimal Algorithm for Adversarial Bandits with Arbitrary Delays
   2019/10/14 by Julian Zimmert, Zimmert, Julian, Yevgeny Seldin +1 · 6 citations
   Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Machine Learning and Algorithms #Stochastic Gradient Optimization Techniques
2. PAC-Bayes-Bernstein Inequality for Martingales and its Application to\n Multiarmed Bandits
   2011/10/31 by Yevgeny Seldin, Seldin, Yevgeny, Nicolò Cesa‐Bianchi +7 · 2 citations
   Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Smart Grid Energy Management
3. Nonstochastic Multiarmed Bandits with Unrestricted Delays
   2019/06/03 by Tobias Sommer Thune, Nicolò Cesa‐Bianchi, Thune, Tobias Sommer +3 · 1 citation
   Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Search Problems #Smart Grid Energy Management
4. Second Order PAC-Bayesian Bounds for the Weighted Majority Vote
   2020/07/01 by Andrés R. Masegosa, Masegosa, Andrés R., Stephan Sloth Lorenzen +5 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
5. PAC-Bayesian Analysis of the Exploration-Exploitation Trade-off
   2011/05/23 by Yevgeny Seldin, Nicolò Cesa‐Bianchi, Seldin, Yevgeny +9 · 1 citation
   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
6. Chebyshev-Cantelli PAC-Bayes-Bennett Inequality for the Weighted Majority Vote
   2021/06/25 by Yi-Shan Wu, Andrés R. Masegosa, Wu, Yi-Shan +7 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Stochastic Gradient Optimization Techniques
7. Split-kl and PAC-Bayes-split-kl Inequalities for Ternary Random Variables
   2022/06/01 by Yi-Shan Wu, Yevgeny Seldin, Wu, Yi-Shan +1 · 1 citation
   Computer Science · Decision Sciences · #Machine Learning and Algorithms #Advanced Bandit Algorithms Research #Topic Modeling
8. Machine Learning. The Science of Selection under Uncertainty
   2025/09/25 by Yevgeny Seldin, Seldin, Yevgeny · 1 voice · 1 citation
   Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML