Paul Dagum

According to our database, Paul Dagum authored at least 18 papers between 1988 and 2018.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of two.

2018

Data mining for health: staking out the ethical territory of digital phenotyping.

Nicole Martinez-Martin, Thomas R. Insel, Paul Dagum, Henry T. Greely, Mildred K. Cho

npj Digit. Medicine, 2018

Digital biomarkers of cognitive function.

Paul Dagum

npj Digit. Medicine, 2018

2000

An Optimal Algorithm for Monte Carlo Estimation.

Paul Dagum, Richard M. Karp, Michael Luby, Sheldon M. Ross

SIAM J. Comput., 2000

1997

An Optimal Approximation Algorithm for Bayesian Inference.

Paul Dagum, Michael Luby

Artif. Intell., 1997

1996

Optimal Monte Carlo Estimation of Belief Network Inference.

Malcolm Pradhan, Paul Dagum

Proceedings of the UAI '96: Proceedings of the Twelfth Annual Conference on Uncertainty in Artificial Intelligence, 1996

1995

Time series prediction using belief network models.

Paul Dagum, Adam Galper

Int. J. Hum. Comput. Stud., 1995

An Optimal Algorithm for Monte Carlo Estimation (Extended Abstract).

Paul Dagum, Richard M. Karp, Michael Luby, Sheldon M. Ross

Proceedings of the 36th Annual Symposium on Foundations of Computer Science, 1995

1993

Approximating Probabilistic Inference in Bayesian Belief Networks.

Paul Dagum, R. Martin Chavez

IEEE Trans. Pattern Anal. Mach. Intell., 1993

A Bayesian analysis of simulation algorithms for inference in belief networks.

Paul Dagum, Eric Horvitz

Networks, 1993

A Note on Constructive Lower Bounds for the Ramsey Numbers <i>R</i>(3, <i>t</i>).

Fan R. K. Chung, Richard Cleve, Paul Dagum

J. Comb. Theory, Ser. B, 1993

Approximating Probabilistic Inference in Bayesian Belief Networks is NP-Hard.

Paul Dagum, Michael Luby

Artif. Intell., 1993

Additive Belief-Network Models.

Paul Dagum, Adam Galper

Proceedings of the UAI '93: Proceedings of the Ninth Annual Conference on Uncertainty in Artificial Intelligence, 1993

Forecasting Sleep Apnea with Dynamic Network Models.

Paul Dagum, Adam Galper

Proceedings of the UAI '93: Proceedings of the Ninth Annual Conference on Uncertainty in Artificial Intelligence, 1993

1992

Approximating the Permanent of Graphs with Large Factors.

Paul Dagum, Michael Luby

Theor. Comput. Sci., 1992

Reformulating Inference Problems Through Selective Conditioning.

Paul Dagum, Eric Horvitz

Proceedings of the UAI '92: Proceedings of the Eighth Annual Conference on Uncertainty in Artificial Intelligence, 1992

Dynamic Network Models for Forecasting.

Paul Dagum, Adam Galper, Eric Horvitz

Proceedings of the UAI '92: Proceedings of the Eighth Annual Conference on Uncertainty in Artificial Intelligence, 1992

1990

On the magnification of exchange graphs with applications to enumeration problems.

Paul Dagum

PhD thesis, 1990

1988

Polytopes, Permanents and Graphs with Large Factors

Paul Dagum, Michael Luby, Milena Mihail, Umesh V. Vazirani

Proceedings of the 29th Annual Symposium on Foundations of Computer Science, 1988