Akshay Balsubramani
9 papers · 2013–2021 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+5 more ↓ Show less ↑
π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (23) π£ Hot Topic Early Bird
π₯
Mega-Team Β· Squad
π
Keyword Champion
(2)
π
Trend Setter
ποΈ
Keyword Collector
(58)
π
Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
semi-supervised learning
(3)
classifier aggregation
(2)
convergence rate
(2)
binary classification
(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)
optimal transport
(1)
supervised learning
(1)
incremental learning
(1)
nearest neighbor classification
(1)
distribution shift
(1)
uniform convergence
(1)
ensemble learning
(1)
nearest neighbor classifier
(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
NeurIPS 2019
Semantically Decomposing the Latent Spaces of Generative Adversarial Networks
ICLR 2018
Instance-dependent Regret Bounds for Dueling Bandits
COLT 2016
Optimal Binary Classifier Aggregation for General Losses
NeurIPS 2016
Optimally Combining Classifiers Using Unlabeled Data
COLT 2015
Scalable Semi-Supervised Aggregation of Classifiers
NeurIPS 2015
The Fast Convergence of Incremental PCA
NeurIPS 2013