Paul Dagum

Publication Activity (10 Years)

Years Active: 1988-2018
Publications (10 Years): 2

Top Venues

CoRR

npj Digit. Medicine

University of California at Berkeley, CA, USA (PHD)

Education History

University of California at Berkeley, CA, USA

PHD

Publications

Nicole Martinez-Martin, Thomas R. Insel, Paul Dagum, Henry T. Greely, Mildred K. Cho
Data mining for health: staking out the ethical territory of digital phenotyping. npj Digit. Medicine 1 (2018)
Paul Dagum
Digital biomarkers of cognitive function. npj Digit. Medicine 1 (2018)
Paul Dagum, Adam Galper
Additive Belief-Network Models CoRR (2013)
Paul Dagum, Adam Galper, Eric Horvitz
Dynamic Network Models for Forecasting CoRR (2013)
Malcolm Pradhan, Paul Dagum
Optimal Monte Carlo Estimation of Belief Network Inference CoRR (2013)
Paul Dagum, Eric Horvitz
Reformulating Inference Problems Through Selective Conditioning CoRR (2013)
Paul Dagum, Adam Galper
Forecasting Sleep Apnea with Dynamic Network Models CoRR (2013)
Paul Dagum, Richard M. Karp, Michael Luby, Sheldon M. Ross
An Optimal Algorithm for Monte Carlo Estimation. SIAM J. Comput. 29 (5) (2000)
Paul Dagum, Michael Luby
An Optimal Approximation Algorithm for Bayesian Inference. Artif. Intell. 93 (1997)
Malcolm Pradhan, Paul Dagum
Optimal Monte Carlo Estimation of Belief Network Inference. UAI (1996)
Paul Dagum, Richard M. Karp, Michael Luby, Sheldon M. Ross
An Optimal Algorithm for Monte Carlo Estimation (Extended Abstract). FOCS (1995)
Paul Dagum, Adam Galper
Time series prediction using belief network models. Int. J. Hum. Comput. Stud. 42 (6) (1995)
Paul Dagum, Michael Luby
Approximating Probabilistic Inference in Bayesian Belief Networks is NP-Hard. Artif. Intell. 60 (1) (1993)
Paul Dagum, R. Martin Chavez
Approximating Probabilistic Inference in Bayesian Belief Networks. IEEE Trans. Pattern Anal. Mach. Intell. 15 (3) (1993)
Paul Dagum, Eric Horvitz
A Bayesian analysis of simulation algorithms for inference in belief networks. Networks 23 (5) (1993)
Fan R. K. Chung, Richard Cleve, Paul Dagum
). J. Comb. Theory, Ser. B 57 (1) (1993)
Paul Dagum, Adam Galper
Additive Belief-Network Models. UAI (1993)
Paul Dagum, Adam Galper
Forecasting Sleep Apnea with Dynamic Network Models. UAI (1993)
Paul Dagum, Michael Luby
Approximating the Permanent of Graphs with Large Factors. Theor. Comput. Sci. 102 (2) (1992)
Paul Dagum, Adam Galper, Eric Horvitz
Dynamic Network Models for Forecasting. UAI (1992)
Paul Dagum, Eric Horvitz
Reformulating Inference Problems Through Selective Conditioning. UAI (1992)
Paul Dagum, Michael Luby, Milena Mihail, Umesh V. Vazirani
Polytopes, Permanents and Graphs with Large Factors FOCS (1988)

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Publication Activity (10 Years)

Top Topics

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Paul Dagum