Konstantina Palla
5 papers · 2012–2024 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Half
🗺️
Taxonomy Completionist
(13)
🐣
Hot Topic Early Bird
👥
Mega-Team · Squad
Venues
Top co-authors
Research topics
Keywords
bayesian nonparametrics
(3)
active learning
(1)
factor analysis
(1)
continual learning
(1)
nonparametric bayesian
(1)
probabilistic modeling
(1)
hierarchical dirichlet process
(1)
indian buffet process
(1)
bayesian experimental design
(1)
gamma process
(1)
beta process
(1)
active information acquisition
(1)
infinite hidden markov model
(1)
covariance structure
(1)
variable clustering
(1)
disjoint partition
(1)
feature allocation
(1)
hidden markov model
(1)
probabilistic model
(1)
sequential data
(1)
Papers
Position: Bayesian Deep Learning is Needed in the Age of Large-Scale AI
ICML 2024
EDDI: Efficient Dynamic Discovery of High-Value Information with Partial VAE
ICML 2019
A Birth-Death Process for Feature Allocation
ICML 2017
A reversible infinite HMM using normalised random measures
ICML 2014
A nonparametric variable clustering model
NeurIPS 2012