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Paul Beaumont
Publication Activity (10 Years)
Years Active: 2015-2020
Publications (10 Years): 4
Top Topics
Bayesian Belief Networks
Structure Learning
Markov Logic Networks
Concave Convex Procedure
Top Venues
CoRR
AISTATS
ESORICS (1)
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Publications
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Roxana Pamfil
,
Nisara Sriwattanaworachai
,
Shaan Desai
,
Philip Pilgerstorfer
,
Paul Beaumont
,
Konstantinos Georgatzis
,
Bryon Aragam
DYNOTEARS: Structure Learning from Time-Series Data.
CoRR
(2020)
Roxana Pamfil
,
Nisara Sriwattanaworachai
,
Shaan Desai
,
Philip Pilgerstorfer
,
Konstantinos Georgatzis
,
Paul Beaumont
,
Bryon Aragam
DYNOTEARS: Structure Learning from Time-Series Data.
AISTATS
(2020)
Paul Beaumont
,
Michael Huth
Constrained Bayesian Networks: Theory, Optimization, and Applications.
CoRR
(2017)
Paul Beaumont
,
Neil Evans
,
Michael Huth
,
Tom Plant
Confidence Analysis for Nuclear Arms Control: SMT Abstractions of Bayesian Belief Networks.
ESORICS (1)
(2015)