Nina Balcan
5 papers · 2013–2023 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (11) π£ Hot Topic Early Bird
π
Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
semi-supervised learning
(3)
active learning
(1)
multi-task learning
(1)
label propagation
(1)
weakly supervised learning
(1)
sample complexity
(1)
distributed learning
(1)
neural architecture search
(1)
empirical risk minimization
(1)
label noise
(1)
graph-based learning
(1)
gradient descent
(1)
classification noise
(1)
classification accuracy
(1)
fault tolerance
(1)
mirror descent
(1)
weight sharing
(1)
unlabeled data
(1)
probabilistic label
(1)
learning disjunction
(1)
Papers
Label Propagation with Weak Supervision
ICLR 2023
Geometry-Aware Gradient Algorithms for Neural Architecture Search
ICLR 2021
Data Driven Resource Allocation for Distributed Learning
AISTATS 2017
Efficient Semi-supervised and Active Learning of Disjunctions
ICML 2013
Exploiting Ontology Structures and Unlabeled Data for Learning
ICML 2013