Nina Balcan
5 papers · 2013–2023 · 3 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (3) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (10)
🐝
Cross-Pollinator
(15)
🚀
Conference Pioneer
Conferences
ICLR (2)
ICML (2)
AISTATS (1)
Top co-authors
Keywords
semi-supervised learning
(2)
active learning
(1)
multi-task learning
(1)
sample complexity
(1)
distributed learning
(1)
classification noise
(1)
classification accuracy
(1)
fault tolerance
(1)
unlabeled datum
(1)
learning disjunction
(1)
ontology structure
(1)
data dependent dispatching
(1)
information theory
(1)
balanced partition
(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