Dawn Woodard
Dawn Woodard
Director of Data Science, Uber Technologies
Verified email at
Cited by
Cited by
Fingerprinting the datacenter: automated classification of performance crises
P Bodik, M Goldszmidt, A Fox, DB Woodard, H Andersen
Proceedings of the 5th European conference on Computer systems, 111-124, 2010
Dynamic pricing and matching in ride‐hailing platforms
C Yan, H Zhu, N Korolko, D Woodard
Naval Research Logistics (NRL) 67 (8), 705-724, 2020
Predicting travel time reliability using mobile phone GPS data
D Woodard, G Nogin, P Koch, D Racz, M Goldszmidt, E Horvitz
Transportation Research Part C: Emerging Technologies 75, 30-44, 2017
Forecasting emergency medical service call arrival rates
DS Matteson, MW McLean, DB Woodard, SG Henderson
The Annals of Applied Statistics 5 (2B), 1379-1406, 2011
Predicting bike usage for new york city’s bike sharing system
D Singhvi, S Singhvi, PI Frazier, SG Henderson, E O'Mahony, DB Shmoys, ...
Workshops at the twenty-ninth AAAI conference on artificial intelligence, 2015
Travel time estimation for ambulances using Bayesian data augmentation
BS Westgate, DB Woodard, DS Matteson, SG Henderson
The Annals of Applied Statistics, 1139-1161, 2013
Conditions for rapid mixing of parallel and simulated tempering on multimodal distributions
DB Woodard, SC Schmidler, M Huber
The Annals of Applied Probability 19 (2), 617-640, 2009
A spatio-temporal point process model for ambulance demand
Z Zhou, DS Matteson, DB Woodard, SG Henderson, AC Micheas
Journal of the American Statistical Association 110 (509), 6-15, 2015
Large-network travel time distribution estimation for ambulances
BS Westgate, DB Woodard, DS Matteson, SG Henderson
European Journal of Operational Research 252 (1), 322-333, 2016
Sufficient conditions for torpid mixing of parallel and simulated tempering
D Woodard, S Schmidler, M Huber
Electronic Journal of Probability 14, 780-804, 2009
Stationarity of generalized autoregressive moving average models
DB Woodard, DS Matteson, SG Henderson
Electronic Journal of Statistics 5, 800-828, 2011
The use of a single pseudo-sample in approximate Bayesian computation
L Bornn, NS Pillai, A Smith, D Woodard
Statistics and Computing 27 (3), 583-590, 2017
Predicting and utilizing variability of travel times in mapping services
D Woodard, EJ Horvitz, G Nogin, PB Koch, D Racz, M Goldszmidt
US Patent 10,175,054, 2019
Performance assessment for radiologists interpreting screening mammography
DB Woodard, AE Gelfand, WE Barlow, JG Elmore
Statistics in medicine 26 (7), 1532-1551, 2007
Reducing wait time of providers of ride services using zone scoring
E O'mahony, B Goldman, JM Nickels, L Korsos, C Wilkins, D Woodard, ...
US Patent App. 15/018,030, 2017
Hierarchical adaptive regression kernels for regression with functional predictors
DB Woodard, C Crainiceanu, D Ruppert
Journal of Computational and Graphical Statistics 22 (4), 777-800, 2013
Latent factor regression models for grouped outcomes
DB Woodard, TMT Love, SW Thurston, D Ruppert, S Sathyanarayana, ...
Biometrics 69 (3), 785-794, 2013
Convergence rate of Markov chain methods for genomic motif discovery
DB Woodard, JS Rosenthal
The Annals of Statistics 41 (1), 91-124, 2013
Spatial inference of nitrate concentrations in groundwater
DB Woodard, RL Wolpert, MA O’Connell
Journal of agricultural, biological, and environmental statistics 15 (2 …, 2010
Detecting poor convergence of posterior samplers due to multimodality
DB Woodard
Discussion Paper 2008–05, 2007
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