Dr. Wingate received his BS and MS in computer science from BYU in 2002 and 2004, and a PhD in computer science from the University of Michigan in 2008. He was a postdoctoral fellow at MIT from 2008-2010 with a joint appointment in the Computer Science and Artificial Intelligence Laboratory and the Computational Cognitive Science group in the Brain and Cognitive Science Department. From 2010-2012 he was a research scientist at MIT with a joint appointment in BCS and the Laboratory for Information and Decision Systems. From 2012-2015 he was a research scientist at Analog Devices, Inc. in their machine learning group, where he worked on hardware accelerated Bayesian inference and audio processing. Dr. Wingate has published extensively in machine-learning related fields, and has contributed foundational work in probabilistic programming.
Research Interests
Machine learning, deep learning, large language models
Teaching Interests
Machine learning, deep learning, large language models, political science
Courses Taught
Publications
Lisa Pfost ArgyleChristopher A BailEthan Craig BusbyJoshua R GublerThomas HoweChristopher RyttingTaylor SorensenDavid WingateJenae M NelsonJustin J HendricksJocelyn C CazierSam A HardyDavid WingateLisa Pfost ArgyleEthan Craig BusbyNancy Ellen FuldaJoshua R GublerChristopher RyttingDavid WingateTaylor SorensenJoshua RobinsonChristopher Michael RyttingAlexander Glenn ShawKyle Jeffrey RogersAlexia Pauline DeloreyMahmoud KhalilNancy Ellen FuldaDavid WingateDavid WingateMohammad ShoeybiTaylor SorensenChristopher RyttingDavid WingateKolby NottinghamAnand BalakrishnanJyotirmoy DeshmukhDavid WingateCurtis C. JohnsonTyler QuackenbushTaylor SorensenDavid WingateMarc D KillpackDavid WingateChandramouli NyshadhamMatthias RuppBrayden BekkerAlexander ShapeevTim MuellerConrad RosenbrockGabor CsanyiGus L HartZachary BrownNathaniel RobinsonDavid WingateNancy Ellen FuldaDennis Della CorteDavid WingateWendy M BillingsTodd MillecamBryce HedeliusDavid WingatePhil HyattMarc D KillpackDavid WingateIris SeamanJan-Willem van de MeentDavid WingateIris SeamanJan-Willem van de MeentDavid WingateAndrew CarrPhillip HyattDavid WingateMarc D. KillpackDavid WingateNancy FuldaTyler EtchartWill MyersDaniel RicksZachary BrownJoseph SzendreBenjamin MurdochAndrew CarrDavid WingateChandramouli NyshadhamMatthias RuppBrayden BekkerAlexander ShapeevTim MuellerConrad RosenbrockGabor CsanyiGus L HartDavid WingateNancy FuldaDaniel RicksBen MurdochErich MielkeEric TownsendDavid WingateMarc D KillpackMorgan GillespieCharles M. BestEric TownsendDavid WingateMarc D KillpackDavid WingateBen MurdochNancy FuldaDaniel RicksErich MielkeEric TownsendDavid WingateMarc D KillpackDavid WingateNancy E FuldaZachary BrownNathan TibbettsGary EllingsonDavid WingateTimothy Wayne McLainDavid WingateNancy E FuldaDaniel RicksBenjamin MurdochDavid WingateJonathan KaneMatthew WolinskyZoltan SylvesterDavid WingateJohannes TraaNoah SteinParis SmaragdisTheophane WeberNicolas HeessAli S. M. EslamiJohn SchulmanDavid WingateDavid Silver
