Concepedia

Miloš Hauskrecht

MH

Statistics

Publications

75

Citations

4.3K

H-Index

31

Active since

1997

Affiliations

University of Pittsburgh(Current)

Miloš Hauskrecht is an author at University of Pittsburgh specializing in engineering, data science, and data mining.

Top concepts

EngineeringData ScienceData MiningMachine LearningHealth InformaticsPredictive AnalyticsKnowledge DiscoveryComputer SciencePattern RecognitionDiagnosis

Publications per year

1997–2022

75

Publications

75

Obtaining Well Calibrated Probabilities Using Bayesian Binning

Mahdi Pakdaman Naeini, Gregory Cooper, Miloš Hauskrecht · Proceedings of the AAAI Conference on Artificial Intelligence · 2015 · 903 citations · Full text

Artificial Intelligence, Bayesian Statistic, Engineering +17

Value-Function Approximations for Partially Observable Markov Decision Processes

Miloš Hauskrecht · Journal of Artificial Intelligence Research · 2000 · 532 citations · Full text

Mathematical Programming, Artificial Intelligence, Engineering +18

Hierarchical Solution of Markov Decision Processes using Macro-actions

Miloš Hauskrecht, Nicolas Meuleau, Leslie Pack Kaelbling et al. · arXiv (Cornell University) · 2013 · 224 citations · Full text

Artificial Intelligence, Engineering, Task Planning +17

Planning treatment of ischemic heart disease with partially observable Markov decision processes

Miloš Hauskrecht, Hamish Fraser · Artificial Intelligence in Medicine · 2000 · 173 citations

Markov Decision Process, Ischemic Heart Disease, Uncertainty Quantification +10

Solving very large weakly coupled Markov decision processes

Nicolas Meuleau, Miloš Hauskrecht, Kee-Eung Kim et al. · 1998 · 173 citations

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