Alexander T. Ihler
5 papers · 2005–2011 · 2 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (22) π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Pioneer
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Keyword Champion
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Keyword Pioneer
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Keyword Trendsetter Combo
(7)
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Trend Setter
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Conference Pioneer
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Bayesian & Probabilistic Β· Artificial Intelligence
(4)
Optimization & Theory
(4)
Mathematics & Optimization
(3)
Bayesian & Probabilistic Β· Machine Learning
(3)
Core Methods
(2)
Learning Types
(2)
Mathematics
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Analysis
(1)
Methods
(1)
Models
(1)
Keywords
graphical model
(3)
belief propagation
(2)
approximate inference
(2)
adaptive inference
(2)
message passing
(2)
bayesian inference
(1)
nonparametric bayesian models
(1)
time series clustering
(1)
human activity recognition
(1)
convergence analysis
(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)
sum-product algorithm
(1)
Papers
Adaptive Exact Inference in Graphical Models
JMLR 2011
Particle-based Variational Inference for Continuous Systems
NeurIPS 2009
Efficient Bayesian Inference for Dynamically Changing Graphs
NeurIPS 2007
Learning Time-Intensity Profiles of Human Activity using Non-Parametric Bayesian Models
NeurIPS 2006
Loopy Belief Propagation: Convergence and Effects of Message Errors
JMLR 2005