Joydeep Ghosh
35 papers
· 2002–2024
· 8 conferences
· across top CS/AI conferences
Achievements
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Renaissance Researcher
(5)
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Conference Polyglot
(8)
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Academic Marathon
(22)
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Interdisciplinary Bridge
π£
Hot Topic Early Bird
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Cross-Pollinator
(14)
πΊοΈ
Taxonomy Completionist
(18)
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Keyword Pioneer
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Keyword Trendsetter Combo
(3)
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Topic Pioneer
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Keyword Champion
(2)
π§¬
Topic Evolution
π₯
Mega-Team
(25)
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Century Club
(35)
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Trend Setter
ποΈ
Keyword Collector
(67)
β‘
Prolific Year
(5)
π₯
Unstoppable
(12)
Conferences
AISTATS (14)
NIPS (7)
JMLR (5)
ICML (4)
IJCAI (2)
ACL (1)
EMNLP (1)
IJCNLP (1)
Top co-authors
Keywords
submodular optimization
(4)
aggregated datum
(3)
matrix completion
(3)
bayesian inference
(3)
greedy algorithm
(2)
neuroimaging datum
(2)
information projection
(2)
bregman divergence
(2)
gamma process
(2)
exponential family
(2)
low-rank matrix
(2)
restricted strong convexity
(2)
generalized linear model
(2)
nonparametric bayesian
(2)
feature selection
(2)
approximate inference
(2)
convex optimization
(2)
variational inference
(2)
federated learning
(2)
model interpretability
(2)
Papers
Biomedical Interpretable Entity Representations
IJCNLP 2021
Generalized Linear Models for Aggregated Data
AISTATS 2015
Sparse Submodular Probabilistic PCA
AISTATS 2015
DYNACARE: Dynamic Cardiac Arrest Risk Estimation
AISTATS 2013
Clustering with Bregman Divergences
JMLR 2005