David Wingate

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Nancy FuldaBrigham Young UniversityVerified email at cs.byu.edu
Kevin SeppiProfessor of Computer Science, Brigham Young UniversityVerified email at cs.byu.edu
Christopher Michael RyttingPostdoctoral Scholar, University of WashingtonVerified email at cs.washington.edu
Joshua B. TenenbaumMITVerified email at mit.edu
Noah D. GoodmanStanford UniversityVerified email at stanford.edu
Marc KillpackAssociate Professor in Mechanical Engineering at BYUVerified email at byu.edu
Satinder SinghGoogle DeepMind / U. of MichiganVerified email at umich.edu
Joshua R. GublerAssociate Professor, Department of Political Science, Brigham Young UniversityVerified email at byu.edu
Lisa P. ArgyleAssistant Professor of Political Science, Brigham Young UniversityVerified email at byu.edu
Ethan C. BusbyAssistant Professor, Brigham Young UniversityVerified email at byu.edu
Michael LittmanBrown UniversityVerified email at brown.edu
Lihong Li (李力鸿)AmazonVerified email at amazon.com
Taylor SorensenCS PhD @ University of WashingtonVerified email at cs.washington.edu
Anant AgarwalFounder and CEO of edX, Professor of Electrical Engineering and Computer Science at MITVerified email at mit.edu
Andreas StuhlmüllerElicitVerified email at elicit.com
John AsmuthRutgers UniversityVerified email at cs.rutgers.edu
Benjamin MurdochArmorBloxVerified email at armorblox.com
Gus L. W. HartBrigham Young University, Physics and AstronomyVerified email at byu.edu
Chandramouli NyshadhamKebotix Inc.Verified email at kebotix.com
Nicholas RoyMITVerified email at csail.mit.edu

David Wingate

Associate professor of Computer Science, Brigham Young University

Verified email at cs.byu.edu - Homepage

Language models deep learning machine learning


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System and method for dynamically issuing and processing transaction specific digital credit or debit cards G Mockett, D Wingate US Patent App. 09/777,723, 2001	418	2001
Lightweight implementations of probabilistic programming languages via transformational compilation D Wingate, A Stuhlmüller, N Goodman Proceedings of the Fourteenth International Conference on Artificial …, 2011	214	2011
A Bayesian sampling approach to exploration in reinforcement learning J Asmuth, L Li, ML Littman, A Nouri, D Wingate arXiv preprint arXiv:1205.2664, 2012	202	2012
Automated variational inference in probabilistic programming D Wingate, T Weber arXiv preprint arXiv:1301.1299, 2013	148	2013
Learning nonlinear dynamic models of soft robots for model predictive control with neural networks MT Gillespie, CM Best, EC Townsend, D Wingate, MD Killpack 2018 IEEE International Conference on Soft Robotics (RoboSoft), 39-45, 2018	124	2018
Out of one, many: Using language models to simulate human samples LP Argyle, EC Busby, N Fulda, JR Gubler, C Rytting, D Wingate Political Analysis 31 (3), 337-351, 2023	122	2023
Prioritization Methods for Accelerating MDP Solvers. D Wingate, KD Seppi, S Mahadevan Journal of Machine Learning Research 6 (5), 2005	117	2005
Acoustic source tracking and selection D Wingate, ND Stein, B Vigoda, P Ohiomoba, B Donnelly US Patent App. 14/847,818, 2016	115	2016
Machine-learned multi-system surrogate models for materials prediction C Nyshadham, M Rupp, B Bekker, AV Shapeev, T Mueller, ... npj Computational Materials 5 (1), 51, 2019	103	2019
What can you do with a rock? affordance extraction via word embeddings N Fulda, D Ricks, B Murdoch, D Wingate arXiv preprint arXiv:1703.03429, 2017	86	2017
System and method for a server-side browser including markup language graphical user interface, dynamic markup language rewriter engine and profile engine G Mockett, D Wingate US Patent App. 09/777,728, 2001	85	2001
A physics-based model prior for object-oriented mdps J Scholz, M Levihn, C Isbell, D Wingate International Conference on Machine Learning, 1089-1097, 2014	69	2014
Apparatus, systems, and methods for providing intelligent vehicular systems and services D Wingate, H Weinberg, B Vigoda US Patent App. 15/121,435, 2016	60	2016
Apparatus, systems and methods for providing cloud based blind source separation services D Wingate, B Vigoda, P Ohiomoba, B Donnelly, ND Stein US Patent App. 15/129,802, 2017	59	2017
Model-based control of soft actuators using learned non-linear discrete-time models P Hyatt, D Wingate, MD Killpack Frontiers in Robotics and AI 6, 22, 2019	55	2019
An information-theoretic approach to prompt engineering without ground truth labels T Sorensen, J Robinson, CM Rytting, AG Shaw, KJ Rogers, AP Delorey, ... arXiv preprint arXiv:2203.11364, 2022	52	2022
Bayesian policy search with policy priors D Wingate, ND Goodman, DM Roy, LP Kaelbling, JB Tenenbaum Twenty-second international joint conference on artificial intelligence, 2011	49	2011
Nonparametric Bayesian policy priors for reinforcement learning F Doshi-Velez, D Wingate, N Roy, J Tenenbaum Advances in Neural Information Processing Systems 23, 2010	47	2010
Infinite dynamic Bayesian networks F Doshi-Velez, D Wingate, J Tenenbaum, N Roy International Machine Learning Society, 2011	44	2011
Nonstandard interpretations of probabilistic programs for efficient inference D Wingate, N Goodman, A Stuhlmüller, J Siskind Advances in Neural Information Processing Systems 24, 2011	41	2011

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