21 Working Papers 4 Articles

25 Stanford GSB Faculty Publications

12 Susan Athey 7 Stefan Wager 6 Mohsen Bayati 2 Dan Iancu 2 Lawrence Wein 1 Khashayar Khosravi 1 Kostas Bimpikis 1 Mohammad Akbarpour 1 Yonatan Gur

13 Economics

1 INFORMS Journal on Computing 1 Journal of Machine Learning Research 1 Management Science 1 Operations Research

21 mathematics 18 computer science 13 advanced bandit algorithms research 13 regret 13 statistics 12 artificial intelligence 12 machine learning 12 management science and operations research 7 estimator 7 programming language 6 advanced causal inference techniques 6 algorithm 6 biology 6 econometrics 6 economics 6 mathematical analysis 6 physics 6 set (abstract data type) 6 statistics and probability 5 combinatorics 5 machine learning and algorithms 5 quantum mechanics 4 business 4 data stream mining techniques 4 epistemology 4 philosophy 4 thompson sampling 3 accounting 3 applied mathematics 3 budget constraint 3 class (philosophy) 3 context (archaeology) 3 greedy algorithm 3 heuristic 3 kernel regression 3 mathematical economics 3 medicine 3 paleontology 3 parametric statistics 3 radiology 3 selection (genetic algorithm) 3 statistical methods and inference 3 statistical methods in clinical trials 3 variance (accounting) 3 weighting 2 action (physics) 2 approximation theory 2 asymptotically optimal algorithm 2 auction theory and applications 2 bayesian probability 2 benchmark (surveying) 2 causal inference 2 computer security 2 covariate 2 curse of dimensionality 2 economic growth 2 exploit 2 game theory and applications 2 game theory and voting systems 2 geodesy 2 geography 2 geometry 2 inference 2 instrumental variable 2 kernel (algebra) 2 leverage (statistics) 2 linear programming 2 microeconomics 2 minimax 2 multi-armed bandit 2 observable 2 observational study 2 optimization and search problems 2 random forest 2 realizability 2 regression 2 simple (philosophy) 2 simplicity 2 smart grid energy management 2 statistical methods and bayesian inference 2 upper and lower bounds 2 variety (cybernetics) 2 world wide web 1 aerospace engineering 1 age of information optimization 1 algorithms 1 approximation algorithms 1 average treatment effect 1 bayesian inference 1 binary operations 1 botany 1 bounded function 1 central limit theorem 1 centrality 1 cognitive psychology 1 cold start (automotive) 1 complex network analysis techniques 1 composite material 1 computer software 1 confidence interval 1 consistency (knowledge bases) 1 constraint (computer-aided design) 1 contextual bandit 1 convergence (economics) 1 data collection 1 data mining 1 decision tree 1 decision-making and behavioral economics 1 demography 1 differential privacy 1 diffusion 1 dimension reduction in optimization 1 discrete mathematics 1 distribution (mathematics) 1 double robustness 1 economic policies and impacts 1 economics and econometrics 1 empirical welfare maximization 1 engineering 1 estimating equations 1 evolutionary biology 1 experimental behavioral economics studies 1 exponential distribution 1 exponential function 1 externalities 1 extreme value theory 1 frequentist inference 1 function (biology) 1 generalization 1 generalized linear problems 1 generalized pareto distribution 1 genetics 1 greedy algorithms 1 greedy randomized adaptive search procedure 1 health systems, economic evaluations, quality of life 1 heuristics 1 hindsight bias 1 identification (biology) 1 integer 1 integer (computer science) 1 inventory control 1 iterative methods (mathematics) 1 least squares 1 limit (mathematics) 1 linear model 1 logarithm 1 machine learning and data classification 1 marketing 1 matching (statistics) 1 matching markets 1 materials science 1 matrix (chemical analysis) 1 mean squared error 1 microfinance 1 minimax regret 1 mobile crowdsensing and crowdsourcing 1 model parameter 1 model selection 1 neoclassical economics 1 new product development 1 observational equivalence 1 offline learning 1 online learning 1 opinion dynamics and social influence 1 optimal pricing 1 optimism in the face of uncertainty 1 oracle 1 outreach 1 parameter identification problem 1 pareto optimality 1 pareto optimum 1 pareto principle 1 perspective (graphical) 1 poisson distribution 1 polynomials 1 population 1 portfolio management (Investments) 1 prices 1 pricing 1 product (mathematics) 1 programming 1 project management 1 psychology 1 quantile 1 queueing asymptotics 1 random variable 1 randomness 1 rank (graph theory) 1 regression analysis 1 regularly varying functions 1 reinforcement learning 1 reinforcement learning in robotics 1 robust optimization 1 sample size determination 1 search algorithms 1 semiparametric efficiency 1 sequence (biology) 1 smoothness 1 social media 1 social network (sociolinguistics) 1 social networks 1 sociology 1 software engineering 1 statistical and nonlinear physics 1 statistical power 1 stochastic gradient optimization techniques 1 stochastic linear bandit 1 stochastic optimization 1 sublinear function 1 subsampling 1 term (time) 1 thermodynamics 1 time horizon 1 transportation and mobility innovations 1 transportation planning and optimization 1 tree (set theory) More