Konstantina Palla
5 papers · 2012–2024 · 2 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🏃 Academic Marathon (12) 🐣 Hot Topic Early Bird
🐝
Cross-Pollinator
(13)
🗺️
Taxonomy Completionist
(12)
👥
Mega-Team
(25)
Conferences
ICML (4)
NIPS (1)
Top co-authors
Keywords
bayesian nonparametrics
(3)
factor analysis
(1)
nonparametric bayesian
(1)
high dimensional data
(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 datum
(1)
variational autoencoder
(1)
partial observation
(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
NIPS 2012