Maria-Florina F Balcan
25 papers
· 2013–2023
· 1 conference
· across top CS/AI conferences
Achievements
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Cross-Pollinator
(7)
πΊοΈ
Taxonomy Completionist
(56)
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Renaissance Researcher
(7)
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Hot Topic Early Bird
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Interdisciplinary Bridge
π§
Keyword Pioneer
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Academic Marathon
(10)
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Conference Loyalist
(25)
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Keyword Champion
(2)
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Deep Specialist
(14)
ποΈ
Keyword Collector
(128)
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Century Club
(25)
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Trend Setter
β‘
Prolific Year
(5)
Conferences
NIPS (25)
Top co-authors
Research topics
Keywords
sample complexity
(6)
online learning
(6)
learning theory
(5)
regret bound
(5)
active learning
(3)
k-means clustering
(3)
federated learning
(2)
generalization guarantee
(2)
noise-tolerant learning
(2)
hyperparameter tuning
(2)
mechanism design
(2)
hyperparameter optimization
(2)
integer programming
(2)
cutting plane
(2)
revenue optimization
(2)
game theory
(2)
statistical learning
(2)
transfer learning
(1)
non-convex optimization
(1)
algorithmic fairness
(1)
Papers
Learning with Explanation Constraints
NIPS 2023
Data driven semi-supervised learning
NIPS 2021
Envy-Free Classification
NIPS 2019
Learning Time-Varying Coverage Functions
NIPS 2014
Statistical Active Learning Algorithms
NIPS 2013