Maya Gupta
25 papers
· 2009–2022
· 6 conferences
· across top CS/AI conferences
Achievements
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Hot Topic Early Bird
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Academic Marathon
(13)
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Conference Polyglot
(6)
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Cross-Pollinator
(9)
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Keyword Pioneer
πΊοΈ
Taxonomy Completionist
(13)
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Interdisciplinary Bridge
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Keyword Trendsetter Combo
(4)
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Dynamic Duo
(13)
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Topic Evolution
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Keyword Champion
π±
Topic Pioneer
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Deep Specialist
(12)
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Trend Setter
ποΈ
Keyword Collector
(114)
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Prolific Year
(6)
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Century Club
(25)
π₯
Unstoppable
(5)
Conferences
NIPS (12)
ICML (8)
JMLR (2)
AAAI (1)
AISTATS (1)
COLT (1)
Top co-authors
Keywords
constrained optimization
(6)
shape constraint
(4)
fairness constraint
(3)
monotonicity constraint
(3)
lattice regression
(3)
monotonic function
(3)
look-up table
(3)
deep lattice network
(2)
neural network
(2)
fairness metrics
(2)
statistical parity
(2)
parameter estimation
(2)
ensemble learning
(2)
function approximation
(2)
noisy label
(2)
empirical risk minimization
(2)
algorithmic fairness
(2)
feature selection
(1)
black-box optimization
(1)
game theory
(1)
Papers
Global Optimization Networks
ICML 2022
Deep k-NN for Noisy Labels
ICML 2020
Multidimensional Shape Constraints
ICML 2020
Shape Constraints for Set Functions
ICML 2019
Metric-Optimized Example Weights
ICML 2019
To Trust Or Not To Trust A Classifier
NIPS 2018
Multi-Task Averaging
NIPS 2012
Lattice Regression
NIPS 2009