Aarti Singh
69 papers
· 2008–2026
· 10 conferences
· across top CS/AI conferences
Achievements
πΊοΈ
Taxonomy Completionist
(28)
π§
Keyword Pioneer
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Conference Polyglot
(10)
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Cross-Pollinator
(13)
π£
Hot Topic Early Bird
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Academic Marathon
(17)
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Renaissance Researcher
(6)
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Interdisciplinary Bridge
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Conference Loyalist
(21)
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Keyword Trendsetter Combo
(5)
π€
Dynamic Duo
(13)
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Triple Crown
π§¬
Topic Evolution
π
Keyword Champion
π
Grand Slam
π±
Topic Pioneer
π¬
Deep Specialist
(20)
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Trend Setter
π
Conference Pioneer
π₯
Unstoppable
(16)
β‘
Prolific Year
(5)
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Century Club
(68)
ποΈ
Keyword Collector
(105)
β
The Questioner
Conferences
NIPS (21)
AISTATS (20)
ICML (12)
JMLR (6)
AAAI (3)
COLT (2)
ICLR (2)
ALT (1)
EACL (1)
UAI (1)
Top co-authors
Research topics
Keywords
sample complexity
(6)
active learning
(5)
pairwise comparison
(4)
convolutional neural network
(4)
combinatorial optimization
(3)
convergence rate
(3)
learning theory
(3)
subspace clustering
(3)
multi-armed bandit
(3)
matrix completion
(3)
gradient descent
(3)
high-dimensional statistics
(3)
nonparametric regression
(3)
regret bound
(3)
semi-supervised learning
(3)
statistical learning
(3)
hypothesis testing
(3)
statistical testing
(3)
non-convex optimization
(3)
zeroth-order optimization
(3)
Papers
Scaling Up AI Alignment
AAAI 2026
Learning Social Welfare Functions
NIPS 2024
On Testing for Biases in Peer Review
NIPS 2019
FuSSO: Functional Shrinkage and Selection Operator
AISTATS 2014
Distribution-Free Distribution Regression
AISTATS 2013
Cluster Trees on Manifolds
NIPS 2013
Sparsistency of the Edge Lasso over Graphs
AISTATS 2012
Minimax rates for homology inference
AISTATS 2012
Stability of Density-Based Clustering
JMLR 2012
Noise Thresholds for Spectral Clustering
NIPS 2011