Asela Gunawardana
5 papers · 2005–2016 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (18) π£ Hot Topic Early Bird
π§
Keyword Pioneer
π
Keyword Trendsetter Combo
(4)
π
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(4)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Data Science & Analytics
(2)
Mathematics & Optimization
(2)
Bayesian & Probabilistic Β· Artificial Intelligence
(2)
Bayesian & Probabilistic Β· Machine Learning
(2)
Core Methods
(2)
Methods
(2)
Applications
(1)
Learning Types
(1)
Mathematics
(1)
Optimization
(1)
Keywords
event stream
(2)
bayesian learning
(1)
bayesian inference
(1)
em algorithm
(1)
convergence analysis
(1)
expectation maximization
(1)
importance sampling
(1)
variational em
(1)
multivariate analysis
(1)
alternating minimization
(1)
poisson process
(1)
temporal dependencies
(1)
bayesian forecasting
(1)
conditional intensity
(1)
information geometry
(1)
conditional intensity model
(1)
event forecasting
(1)
bayesian network
(1)
probabilistic graphical model
(1)
temporal dependency
(1)
Papers
Universal Models of Multivariate Temporal Point Processes
AISTATS 2016
A Model for Temporal Dependencies in Event Streams
NeurIPS 2011
Efficient Subsampling for Training Complex Language Models
EMNLP 2011
A Survey of Accuracy Evaluation Metrics of Recommendation Tasks
JMLR 2009
Convergence Theorems for Generalized Alternating Minimization Procedures
JMLR 2005