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Arkady Epshteyn
Arkady Epshteyn
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Title
Cited by
Cited by
Year
Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the US
EY Cramer, EL Ray, VK Lopez, J Bracher, A Brennen, AJC Rivadeneira, ...
Medrxiv, 2021
592021
Interpretable sequence learning for COVID-19 forecasting
S Arik, CL Li, J Yoon, R Sinha, A Epshteyn, L Le, V Menon, S Singh, ...
Advances in Neural Information Processing Systems 33, 18807-18818, 2020
502020
Active reinforcement learning
A Epshteyn, A Vogel, G DeJong
Proceedings of the 25th international conference on Machine learning, 296-303, 2008
412008
Analytic models and empirical search: A hybrid approach to code optimization
A Epshteyn, MJ Garzaran, G DeJong, D Padua, G Ren, X Li, K Yotov, ...
International Workshop on Languages and Compilers for Parallel Computingá…, 2005
392005
Qualitative reinforcement learning
A Epshteyn, G DeJong
Proceedings of the 23rd international conference on machine learning, 305-312, 2006
152006
Generative prior knowledge for discriminative classification
A Epshteyn, G DeJong
Journal of Artificial Intelligence Research 27, 25-53, 2006
142006
Rotational prior knowledge for svms
A Epshteyn, G DeJong
European Conference on Machine Learning, 108-119, 2005
62005
Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the United States
EY Cramer, EL Ray, VK Lopez, J Bracher, A Brennen, ...
Proceedings of the National Academy of Sciences 119 (15), e2113561119, 2022
42022
A prospective evaluation of AI-augmented epidemiology to forecast COVID-19 in the USA and Japan
SÍ Arık, J Shor, R Sinha, J Yoon, JR Ledsam, LT Le, MW Dusenberry, ...
NPJ digital medicine 4 (1), 1-18, 2021
22021
A prospective evaluation of AI-augmented epidemiology to forecast COVID-19 in the USA and Japan
J Ledsam, S Arik, J Shor, R Sinha, J Yoon, L Le, M Dusenberry, N Yoder, ...
12021
Combining prior knowledge and data: Beyond the bayesian framework
A Epshteyn
12007
Modular design for neural computing problems
HC Tseng, A EPSHTEYN
Information Sciences 2007, 1587-1593, 2007
12007
Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the US (preprint)
E Cramer, E Ray, V Lopez, J Bracher, A Brennen, S Guertin, ...
2021
Generative Prior Knowledge for Discriminative Classification
G DeJong, A Epshteyn
arXiv e-prints, arXiv: 1109.6033, 2011
2011
Modular Soft Computing Approach For Aircraft Carrier Landing Trajectory Prediction
C Tseng, A Epshteyn
New Mathematics and Natural Computation 5 (02), 497-512, 2009
2009
Learning in continuous multidimensional domains
A Epshteyn
University of Illinois at Urbana-Champaign, 1998
1998
Correlation of Heterogeneous Data With Fuzzy Logic
C Tseng, A Epshteyn
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Articles 1–17