Alexander T. Ihler
5 papers · 2005–2011 · 2 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π£ Hot Topic Early Bird
πΊοΈ
Taxonomy Completionist
(10)
π
Cross-Pollinator
(12)
π§
Keyword Pioneer
π
Keyword Trendsetter Combo
(5)
π
Keyword Champion
π±
Topic Pioneer
π
Conference Pioneer
π
Trend Setter
Conferences
NIPS (3)
JMLR (2)
Top co-authors
Keywords
graphical model
(3)
message passing
(2)
approximate inference
(2)
belief propagation
(2)
adaptive inference
(2)
non-parametric bayesian models
(1)
time series clustering
(1)
human activity recognition
(1)
convergence analysis
(1)
non-parametric bayesian
(1)
time series
(1)
map inference
(1)
map estimation
(1)
exact inference
(1)
map estimates
(1)
likelihood estimation
(1)
particle-based inference
(1)
continuous systems
(1)
marginal computation
(1)
message-passing algorithm
(1)
Papers
Adaptive Exact Inference in Graphical Models
JMLR 2011
Particle-based Variational Inference for Continuous Systems
NIPS 2009
Efficient Bayesian Inference for Dynamically Changing Graphs
NIPS 2007
Learning Time-Intensity Profiles of Human Activity using Non-Parametric Bayesian Models
NIPS 2006
Loopy Belief Propagation: Convergence and Effects of Message Errors
JMLR 2005