Milos Hauskrecht
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Value-function approximations for partially observable Markov decision processes
M Hauskrecht
Journal of Artificial Intelligence Research 13, 33-94, 2000
Obtaining well calibrated probabilities using bayesian binning
MP Naeini, G Cooper, M Hauskrecht
Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
Hierarchical solution of Markov decision processes using macro-actions
M Hauskrecht, N Meuleau, LP Kaelbling, TL Dean, C Boutilier
arXiv preprint arXiv:1301.7381, 2013
Solving very large weakly coupled Markov decision processes
N Meuleau, M Hauskrecht, KE Kim, L Peshkin, LP Kaelbling, TL Dean, ...
AAAI/IAAI, 165-172, 1998
Planning treatment of ischemic heart disease with partially observable Markov decision processes
M Hauskrecht, H Fraser
Artificial intelligence in medicine 18 (3), 221-244, 2000
Mining recent temporal patterns for event detection in multivariate time series data
I Batal, D Fradkin, J Harrison, F Moerchen, M Hauskrecht
Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012
A Heuristic Variable Grid Solution Method for POMDPs.
M Hauskrecht
AAAI/IAAI, 734-739, 1998
A temporal pattern mining approach for classifying electronic health record data
I Batal, H Valizadegan, GF Cooper, M Hauskrecht
ACM Transactions on Intelligent Systems and Technology (TIST) 4 (4), 1-22, 2013
Outlier detection for patient monitoring and alerting
M Hauskrecht, I Batal, M Valko, S Visweswaran, GF Cooper, G Clermont
Journal of biomedical informatics 46 (1), 47-55, 2013
Solving factored MDPs with continuous and discrete variables
C Guestrin, M Hauskrecht, B Kveton
UAI 4, 235-242, 2004
Incremental methods for computing bounds in partially observable Markov decision processes
M Hauskrecht
AAAI/IAAI, 734-739, 1997
A pattern mining approach for classifying multivariate temporal data
I Batal, H Valizadegan, GF Cooper, M Hauskrecht
2011 IEEE International Conference on Bioinformatics and Biomedicine, 358-365, 2011
Planning and control in stochastic domains with imperfect information
M Hauskrecht
Massachusetts Institute of Technology, 1997
Multivariate time series classification with temporal abstractions
I Batal, L Sacchi, R Bellazzi, M Hauskrecht
Twenty-Second International FLAIRS Conference, 2009
Linear program approximations for factored continuous-state Markov decision processes
M Hauskrecht, B Kveton
Advances in Neural Information Processing Systems 16, 895-902, 2003
Solving factored MDPs with hybrid state and action variables
B Kveton, M Hauskrecht, C Guestrin
Journal of Artificial Intelligence Research 27, 153-201, 2006
Noisy-or component analysis and its application to link analysis
T Šingliar, M Hauskrecht
The Journal of Machine Learning Research 7, 2189-2213, 2006
Conditional outlier detection for clinical alerting
M Hauskrecht, M Valko, I Batal, G Clermont, S Visweswaran, GF Cooper
AMIA annual symposium proceedings 2010, 286, 2010
Learning classification models with soft-label information
Q Nguyen, H Valizadegan, M Hauskrecht
Journal of the American Medical Informatics Association 21 (3), 501-508, 2014
Proteomic analysis of urine in kidney transplant patients with BK virus nephropathy
T Jahnukainen, D Malehorn, M Sun, J Lyons-Weiler, W Bigbee, G Gupta, ...
Journal of the American Society of Nephrology 17 (11), 3248-3256, 2006
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