Sebastian Claici
6 papers · 2017–2021 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (22) 🐣 Hot Topic Early Bird 🔥 Unstoppable · Bronze
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Research topics
Machine Learning
(6)
Mathematics & Optimization
(4)
Optimization
(4)
Optimization & Theory
(4)
Artificial Intelligence
(3)
Core Methods
(3)
Learning Paradigms
(2)
Mathematics
(2)
Deep Learning
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Learning Types
(1)
Keywords
optimal transport
(4)
wasserstein barycenter
(2)
bayesian inference
(2)
probability distribution
(2)
variational inference
(1)
topic modeling
(1)
document representation
(1)
posterior distribution
(1)
kullback-leibler divergence
(1)
posterior inference
(1)
hierarchical structure
(1)
distance metric
(1)
streaming algorithm
(1)
mixture model
(1)
topic model
(1)
streaming data
(1)
bayesian neural network
(1)
parallel computation
(1)
document embedding
(1)
performance guarantee
(1)
Papers
Incorporating Unlabeled Data into Distributionally Robust Learning
JMLR 2021
Model Fusion with Kullback-Leibler Divergence
ICML 2020
Alleviating Label Switching with Optimal Transport
NeurIPS 2019
Hierarchical Optimal Transport for Document Representation
NeurIPS 2019
Stochastic Wasserstein Barycenters
ICML 2018
Parallel Streaming Wasserstein Barycenters
NeurIPS 2017