Stanford GSB Faculty Publications

The Faculty Publications collection allows you to explore a growing corpus of GSB research in one place, with the ability to perform searches by title, author, abstract, supplied keywords, and (when available) full text. The collection indexes journal articles, case studies, working papers, books and book chapters, and white papers published by GSB faculty members from 2000 to the present. Output from the Corporate Governance Research Initiative, the Corporations and Society Initiative, and the Value Chain Innovation Initiative is also included.

This collection will grow over time as new publications are continually added, additional Research Hub Labs and Initiatives are incorporated, and librarians add entries for pre-2000 articles and other content.

Photo: Monuments to the Unknown Variables by Peter Wegner. Located in the McCoy Family Courtyard of Knight Management Center at the GSB, the ‘x’ structure offers a place to ponder indefinite change—and plan new discoveries.

Showing 1 - 25 of 25 Records

Title (A-Z) Title (Z-A) Date (Ascending) Date (Descending)
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Miniature of Equilibria in Repeated Games Under No-Regret with Dynamic Benchmarks
Equilibria in Repeated Games Under No-Regret with Dynamic Benchmarks
  • GSB Authors: Yonatan Gur
  • Date: 2022-12-06
  • Publication Type: Working Papers
Miniature of Contextual Bandits in a Survey Experiment on Charitable Giving: Within-Experiment Outcomes Versus Policy Learning
Contextual Bandits in a Survey Experiment on Charitable Giving: Within-Experiment Outcomes Versus Policy Learning
  • GSB Authors: Susan Athey
  • Date: 2022-11-22
  • Publication Type: Working Papers
Miniature of Speed Up the Cold-Start Learning in Two-Sided Bandits with Many Arms
Speed Up the Cold-Start Learning in Two-Sided Bandits with Many Arms
  • GSB Authors: Mohsen Bayati
  • Date: 2022-10-01
  • Publication Type: Working Papers
Miniature of Optimal Model Selection in Contextual Bandits with Many Classes Via Offline Oracles
Optimal Model Selection in Contextual Bandits with Many Classes Via Offline Oracles
  • GSB Authors: Susan Athey
  • Date: 2021-06-11
  • Publication Type: Working Papers
Miniature of Policy Learning with Adaptively Collected Data
Policy Learning with Adaptively Collected Data
  • GSB Authors: Susan Athey
  • Date: 2021-05-05
  • Publication Type: Working Papers
Miniature of Adapting to Misspecification in Contextual Bandits with Offline Regression Oracles
Adapting to Misspecification in Contextual Bandits with Offline Regression Oracles
  • GSB Authors: Susan Athey
  • Date: 2021-02-26
  • Publication Type: Working Papers
Miniature of Tractable Contextual Bandits Beyond Realizability
Tractable Contextual Bandits Beyond Realizability
  • GSB Authors: Susan Athey
  • Date: 2020-10-25
  • Publication Type: Working Papers
Miniature of On Frequentist Regret of Linear Thompson Sampling
On Frequentist Regret of Linear Thompson Sampling
  • GSB Authors: Mohsen Bayati
  • Date: 2020-06-11
  • Publication Type: Working Papers
Miniature of The Unreasonable Effectiveness of Greedy Algorithms in Multi-Armed Bandit with Many Arms
The Unreasonable Effectiveness of Greedy Algorithms in Multi-Armed Bandit with Many Arms
  • GSB Authors: Mohsen Bayati | Khashayar Khosravi
  • Date: 2020-02-24
  • Publication Type: Working Papers
Miniature of A General Theory of the Stochastic Linear Bandit and Its Applications
A General Theory of the Stochastic Linear Bandit and Its Applications
  • GSB Authors: Mohsen Bayati
  • Date: 2020-02-12
  • Publication Type: Working Papers
Miniature of Asymptotically Optimal Control of a Centralized Dynamic Matching Market with General Utilities
Asymptotically Optimal Control of a Centralized Dynamic Matching Market with General Utilities
  • GSB Authors: Lawrence Wein
  • Date: 2020-02-08
  • Publication Type: Working Papers
Miniature of Confidence Intervals for Policy Evaluation in Adaptive Experiments
Confidence Intervals for Policy Evaluation in Adaptive Experiments
  • GSB Authors: Stefan Wager | Susan Athey
  • Date: 2019-11-07
  • Publication Type: Working Papers
Miniature of Best Arm Identification in Generalized Linear Bandits
Best Arm Identification in Generalized Linear Bandits
  • GSB Authors: Lawrence Wein
  • Date: 2019-05-20
  • Publication Type: Working Papers
Miniature of Offline Multi-Action Policy Learning: Generalization and Optimization
Offline Multi-Action Policy Learning: Generalization and Optimization
  • GSB Authors: Susan Athey | Stefan Wager
  • Date: 2018-10-10
  • Publication Type: Working Papers
Miniature of Local Linear Forests
Local Linear Forests
  • GSB Authors: Susan Athey | Stefan Wager
  • Date: 2018-07-30
  • Publication Type: Working Papers
Miniature of Just a Few Seeds More: Value of Network Information for Diffusion
Just a Few Seeds More: Value of Network Information for Diffusion
  • GSB Authors: Mohammad Akbarpour
  • Date: 2017-11-01
  • Publication Type: Working Papers
Miniature of Mostly Exploration-Free Algorithms for Contextual Bandits
Mostly Exploration-Free Algorithms for Contextual Bandits
  • GSB Authors: Mohsen Bayati
  • Date: 2017-04-28
  • Publication Type: Working Papers
Miniature of Efficient Policy Learning
Efficient Policy Learning
  • GSB Authors: Susan Athey | Stefan Wager
  • Date: 2017-02-09
  • Publication Type: Working Papers
Miniature of Policy Learning with Observational Data
Policy Learning with Observational Data
  • GSB Authors: Susan Athey | Stefan Wager
  • Date: 2017-02-09
  • Publication Type: Working Papers
Miniature of Scalable Approximations for Generalized Linear Problems
Scalable Approximations for Generalized Linear Problems
  • GSB Authors: Mohsen Bayati
  • Date: 2016-11-21
  • Publication Type: Articles
  • Publication: Journal of Machine Learning Research
Miniature of Solving Heterogeneous Estimating Equations with Gradient Forests
Solving Heterogeneous Estimating Equations with Gradient Forests
  • GSB Authors: Susan Athey | Stefan Wager
  • Date: 2016-10-05
  • Publication Type: Working Papers
Miniature of Generalized Random Forests
Generalized Random Forests
  • GSB Authors: Susan Athey | Stefan Wager
  • Date: 2016-10-05
  • Publication Type: Working Papers
Miniature of Pareto Efficiency in Robust Optimization
Pareto Efficiency in Robust Optimization
  • GSB Authors: Dan Iancu
  • Date: 2014-01-01
  • Publication Type: Articles
  • Publication: Management Science
Miniature of A New Local Search Algorithm for Binary Optimization
A New Local Search Algorithm for Binary Optimization
  • GSB Authors: Dan Iancu
  • Date: 2012-04-11
  • Publication Type: Articles
  • Publication: INFORMS Journal on Computing
Miniature of Optimal Pricing in Networks with Externalities
Optimal Pricing in Networks with Externalities
  • GSB Authors: Kostas Bimpikis
  • Date: 2011-11-06
  • Publication Type: Articles
  • Publication: Operations Research
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About this Collection

Collection Name:
Stanford GSB Faculty Publications
Collection Type:
GSB Publications and Research

13 Economics

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)