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Fares Hedayati, Ph.D. - Publications

Affiliations: 
2013 Computer Science University of California, Berkeley, Berkeley, CA, United States 
Area:
Artificial Intelligence (AI), machine learning, statistical learning theory; Control, Intelligent Systems, and Robotics (CIR)
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4 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2017 Hedayati F, Bartlett PL. Exchangeability Characterizes Optimality of Sequential Normalized Maximum Likelihood and Bayesian Prediction Ieee Transactions On Information Theory. 63: 6767-6773. DOI: 10.1109/Tit.2017.2735799  0.669
2013 Bartlett P, Grünwald P, Harremöes P, Hedayati F, Kotłowski W. Horizon-independent optimal prediction with log-loss in exponential families Journal of Machine Learning Research. 30: 639-661.  0.5
2012 Hedayati F, Bartlett PL. The optimality of Jeffreys prior for online density estimation and the asymptotic normality of maximum likelihood estimators Journal of Machine Learning Research. 23: 7.1-7.13.  0.525
2012 Hedayati F, Bartlett PL. Exchangeability characterizes optimality of sequential normalized maximum likelihood and Bayesian prediction with jeffreys prior Journal of Machine Learning Research. 22: 504-510.  0.54
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