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Showing 1 - 19 of 19 Records

Title (A-Z) Title (Z-A) Date (Ascending) Date (Descending)
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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 Advertising Media and Target Audience Optimization via High-Dimensional Bandits
Advertising Media and Target Audience Optimization via High-Dimensional Bandits
  • GSB Authors: Harikesh Nair | J Harrison
  • Date: 2022-09-17
  • 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 Off-Policy Evaluation Via Adaptive Weighting with Data from Contextual Bandits
Off-Policy Evaluation Via Adaptive Weighting with Data from Contextual Bandits
  • GSB Authors: Susan Athey
  • Date: 2021-06-03
  • 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 Survey Bandits with Regret Guarantees
Survey Bandits with Regret Guarantees
  • GSB Authors: Susan Athey
  • Date: 2020-02-23
  • 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 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 Estimation Considerations in Contextual Bandits
Estimation Considerations in Contextual Bandits
  • GSB Authors: Susan Athey | Guido Imbens
  • Date: 2017-11-19
  • 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 Dynamic Learning of Patient Response Types: An Application to Treating Chronic Diseases
Dynamic Learning of Patient Response Types: An Application to Treating Chronic Diseases
  • GSB Authors: Dan Iancu | Kostas Bimpikis
  • Date: 2014-09-15
  • Publication Type: Working Papers
Miniature of Choosing a Good Toolkit: An Essay in Behavioral Economics
Choosing a Good Toolkit: An Essay in Behavioral Economics
  • GSB Authors: David Kreps
  • Date: 2014-09-01
  • Publication Type: Working Papers
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19 Working Papers

18 computer science 17 management science and operations research 15 mathematics 13 mathematical optimization 12 machine learning 12 regret 10 artificial intelligence 8 statistics 5 accounting 5 algorithm 5 biology 5 business 5 economics 5 machine learning and algorithms 5 variance (accounting) 4 advanced causal inference techniques 4 data stream mining techniques 4 econometrics 4 estimator 4 mathematical analysis 4 programming language 4 thompson sampling 3 auction theory and applications 3 class (philosophy) 3 combinatorics 3 context (archaeology) 3 greedy algorithm 3 medicine 3 paleontology 3 philosophy 3 physics 3 set (abstract data type) 2 bayesian probability 2 consumer market behavior and pricing 2 epistemology 2 heuristic 2 inference 2 mathematical economics 2 minimax 2 mobile crowdsensing and crowdsourcing 2 multi-armed bandit 2 optimization and search problems 2 quantum mechanics 2 radiology 2 realizability 2 simple (philosophy) 2 smart grid energy management 2 upper and lower bounds 2 weighting 2 world wide web 1 a-weighting 1 action (physics) 1 aerospace engineering 1 age of information optimization 1 astrophysics 1 asymptotically optimal algorithm 1 average treatment effect 1 bayesian inference 1 behavioral economics 1 behavioural economics 1 benchmark (surveying) 1 botany 1 bounded function 1 budget constraint 1 causal inference 1 chronic disease 1 cold start (automotive) 1 composite material 1 computer security 1 confidence interval 1 contextual bandit 1 contextual design 1 covariate 1 curse of dimensionality 1 data collection 1 data mining 1 data science 1 decision tree 1 decision-making and behavioral economics 1 differential privacy 1 discrete mathematics 1 discretion 1 disease 1 economic growth 1 engineering 1 environmental health 1 estimation 1 evolutionary biology 1 experimental behavioral economics studies 1 exploit 1 extremum estimator 1 feature (linguistics) 1 feature vector 1 frequentist inference 1 function (biology) 1 generalization 1 geodesy 1 geography 1 geometry 1 greedy algorithms 1 greedy randomized adaptive search procedure 1 health care 1 healthcare operations and scheduling optimization 1 identification (biology) 1 integer (computer science) 1 intensive care medicine 1 lasso (programming language) 1 law 1 life expectancy 1 linear model 1 linear programming 1 linguistics 1 logarithm 1 m-estimator 1 machine learning and data classification 1 management 1 marketing 1 materials science 1 matrix (chemical analysis) 1 mean squared error 1 mental health research topics 1 microeconomics 1 model parameter 1 model selection 1 neoclassical economics 1 new product development 1 object (grammar) 1 offline learning 1 online learning 1 optimism in the face of uncertainty 1 oracle 1 outcome (game theory) 1 parameter identification problem 1 parametric statistics 1 pathology 1 perspective (graphical) 1 political science 1 population 1 product (mathematics) 1 randomness 1 rank (graph theory) 1 regression 1 reinforcement learning 1 reinforcement learning in robotics 1 risk analysis (engineering) 1 sample size determination 1 selection (genetic algorithm) 1 software engineering 1 statistic 1 statistical methods in clinical trials 1 statistical power 1 statistics and probability 1 stochastic gradient optimization techniques 1 stochastic linear bandit 1 sublinear function 1 term (time) 1 time horizon 1 tree (set theory) 1 variation (astronomy)