Paul Dagum

According to our database1, Paul Dagum authored at least 18 papers between 1988 and 2018.

Collaborative distances:
  • Dijkstra number2 of three.
  • Erdős number3 of two.

Timeline

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Links

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Bibliography

2018
Data mining for health: staking out the ethical territory of digital phenotyping.
npj Digit. Medicine, 2018

Digital biomarkers of cognitive function.
npj Digit. Medicine, 2018

2000
An Optimal Algorithm for Monte Carlo Estimation.
SIAM J. Comput., 2000

1997
An Optimal Approximation Algorithm for Bayesian Inference.
Artif. Intell., 1997

1996
Optimal Monte Carlo Estimation of Belief Network Inference.
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.
Int. J. Hum. Comput. Stud., 1995

An Optimal Algorithm for Monte Carlo Estimation (Extended Abstract).
Proceedings of the 36th Annual Symposium on Foundations of Computer Science, 1995

1993
Approximating Probabilistic Inference in Bayesian Belief Networks.
IEEE Trans. Pattern Anal. Mach. Intell., 1993

A Bayesian analysis of simulation algorithms for inference in belief networks.
Networks, 1993

A Note on Constructive Lower Bounds for the Ramsey Numbers <i>R</i>(3, <i>t</i>).
J. Comb. Theory B, 1993

Approximating Probabilistic Inference in Bayesian Belief Networks is NP-Hard.
Artif. Intell., 1993

Additive Belief-Network Models.
Proceedings of the UAI '93: Proceedings of the Ninth Annual Conference on Uncertainty in Artificial Intelligence, 1993

Forecasting Sleep Apnea with Dynamic Network Models.
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.
Theor. Comput. Sci., 1992

Reformulating Inference Problems Through Selective Conditioning.
Proceedings of the UAI '92: Proceedings of the Eighth Annual Conference on Uncertainty in Artificial Intelligence, 1992

Dynamic Network Models for Forecasting.
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.
PhD thesis, 1990

1988
Polytopes, Permanents and Graphs with Large Factors
Proceedings of the 29th Annual Symposium on Foundations of Computer Science, 1988


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