Akshay Balsubramani
9 papers · 2013–2021 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird π Conference Polyglot (4) π Academic Marathon (8)
π§
Keyword Pioneer
π
Cross-Pollinator
(13)
π
Keyword Champion
(2)
π₯
Mega-Team
(23)
π
Conference Pioneer
Conferences
NIPS (4)
COLT (2)
ICLR (2)
ICML (1)
Top co-authors
Keywords
semi-supervised learning
(3)
binary classification
(2)
convergence rate
(2)
classifier aggregation
(2)
non-convex optimization
(1)
domain generalization
(1)
stochastic gradient descent
(1)
convex optimization
(1)
online learning
(1)
principal component analysis
(1)
transductive learning
(1)
supervised learning
(1)
incremental learning
(1)
uniform convergence
(1)
nearest neighbor classifier
(1)
nearest neighbor classification
(1)
distribution shift
(1)
ensemble learning
(1)
finite-sample analysis
(1)
dimensionality reduction
(1)
Papers
WILDS: A Benchmark of in-the-Wild Distribution Shifts
ICML 2021
Learning transport cost from subset correspondence
ICLR 2020
An adaptive nearest neighbor rule for classification
NIPS 2019
Semantically Decomposing the Latent Spaces of Generative Adversarial Networks
ICLR 2018
Optimal Binary Classifier Aggregation for General Losses
NIPS 2016
Instance-dependent Regret Bounds for Dueling Bandits
COLT 2016
Optimally Combining Classifiers Using Unlabeled Data
COLT 2015
Scalable Semi-Supervised Aggregation of Classifiers
NIPS 2015
The Fast Convergence of Incremental PCA
NIPS 2013