Leslie, David S.
- BOSS: Bayesian Optimization over String Spaces
2020/10/02 by Moss, Henry B., Beck, Daniel, Gonzalez, Javier +2 · 9 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- A Tutorial on Bridge Sampling
2017/03/17 by Quentin F. Gronau, Gronau, Quentin F., Alexandra Sarafoglou +17 · 5 citations
Decision Sciences · Mathematics · Psychology · #Computation (stat.CO) #FOS: Computer and information sciences #Innovation Diffusion and Forecasting #Mental Health Research Topics #Statistical Methods in Clinical Trials
- Bandit learning in concave N-person games
2018/10/03 by Bravo, Mario, Leslie, David S., Mertikopoulos, Panayotis · 3 citations
#68T02 #91A26 #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Primary 91A10 #secondary 68Q32
- Asynchronous Stochastic Approximation with Differential Inclusions
2011/12/10 by Steven W. Perkins, Perkins, Steven, David S. Leslie +1 · 2 citations
Computer Science · Economics, Econometrics and Finance · Engineering · #Control Systems and Identification #FOS: Computer and information sciences #Machine Learning (stat.ML) #Neural Networks and Applications #Stochastic processes and financial applications
- Decentralized Q-Learning in Zero-sum Markov Games
2021/06/04 by Sayin, Muhammed O., Zhang, Kaiqing, Leslie, David S. +2 · 2 citations
#Computer Science and Game Theory (cs.GT) #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
- Using J-K fold Cross Validation to Reduce Variance When Tuning NLP Models
2018/06/19 by Moss, Henry B., Leslie, David S., Rayson, Paul · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (stat.ML)
- Robust Function-on-Function Regression
2019/08/30 by Hullait, Harjit, Leslie, David S., Pavlidis, Nicos G. +1 · 1 citation
#Applications (stat.AP) #FOS: Computer and information sciences #Methodology (stat.ME)
- Dynamic Slate Recommendation with Gated Recurrent Units and Thompson Sampling
2021/04/30 by Eide, Simen, Leslie, David S., Frigessi, Arnoldo · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- A stochastic game framework for patrolling a border
2022/05/20 by Matthew Darlington, Darlington, Matthew, K. D. Glazebrook +7 · 1 citation
Decision Sciences · Economics, Econometrics and Finance · #Computer Science and Game Theory (cs.GT) #Economic theories and models #FOS: Computer and information sciences #Game Theory and Applications #Game Theory and Voting Systems