Alan S. Willsky
14 papers · 2005–2013 · 2 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (14) π Interdisciplinary Bridge π Conference Polyglot (2)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Interdisciplinary Bridge
π
Keyword Trendsetter Combo
(5)
π
Keyword Champion
(3)
π±
Topic Pioneer
ποΈ
Keyword Collector
(73)
π
Trend Setter
π
Century Club
(14)
π₯
Unstoppable
(9)
Conferences
JMLR (7)
NIPS (7)
Top co-authors
Keywords
graphical model
(5)
belief propagation
(5)
gaussian graphical model
(4)
loopy belief propagation
(3)
message passing
(3)
markov chain monte carlo
(2)
bayesian nonparametrics
(2)
graph algorithm
(2)
variational method
(2)
convergence analysis
(2)
combinatorial optimization
(2)
graphical model selection
(2)
hierarchical dirichlet process
(2)
time series
(2)
structure learning
(1)
ising model
(1)
sparse estimation
(1)
variational inference
(1)
bethe approximation
(1)
graph theory
(1)
Papers
Bayesian Nonparametric Hidden Semi-Markov Models
JMLR 2013
High-Dimensional Gaussian Graphical Model Selection: Walk Summability and Local Separation Criterion
JMLR 2012
Learning High-Dimensional Markov Forest Distributions: Analysis of Error Rates
JMLR 2011
Learning Latent Tree Graphical Models
JMLR 2011
High-Dimensional Graphical Model Selection: Tractable Graph Families and Necessary Conditions
NIPS 2011
Classification Using Geometric Level Sets
JMLR 2010
Sharing Features among Dynamical Systems with Beta Processes
NIPS 2009
Nonparametric Bayesian Learning of Switching Linear Dynamical Systems
NIPS 2008
Loop Series and Bethe Variational Bounds in Attractive Graphical Models
NIPS 2007
Adaptive Embedded Subgraph Algorithms using Walk-Sum Analysis
NIPS 2007
Message Passing for Max-weight Independent Set
NIPS 2007
Linear programming analysis of loopy belief propagation for weighted matching
NIPS 2007
Walk-Sums and Belief Propagation in Gaussian Graphical Models
JMLR 2006
Loopy Belief Propagation: Convergence and Effects of Message Errors
JMLR 2005