Corinna Cortes
39 papers
· 2004–2025
· 7 conferences
· across top CS/AI conferences
Achievements
π£
Hot Topic Early Bird
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Conference Polyglot
(7)
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Academic Marathon
(21)
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Interdisciplinary Bridge
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Cross-Pollinator
(9)
πΊοΈ
Taxonomy Completionist
(15)
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Renaissance Researcher
(7)
π§
Keyword Pioneer
π
Keyword Trendsetter Combo
(3)
π€
Dynamic Duo
(37)
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Keyword Champion
π¬
Deep Specialist
(15)
π₯
Unstoppable
(10)
ποΈ
Keyword Collector
(72)
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Trend Setter
π
Conference Pioneer
β‘
Prolific Year
(7)
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Century Club
(39)
Conferences
ICML (14)
NIPS (14)
AISTATS (5)
JMLR (3)
ACL (1)
ALT (1)
COLT (1)
Top co-authors
Keywords
rademacher complexity
(7)
kernel methods
(6)
online learning
(6)
ensemble learning
(5)
convex optimization
(4)
domain adaptation
(4)
regret bound
(4)
generalization bound
(4)
structured prediction
(3)
label complexity
(3)
learning theory
(3)
multi-class classification
(3)
margin bound
(3)
transfer learning
(3)
kernel learning
(3)
feedback graph
(3)
binary classification
(2)
active learning
(2)
multiple kernel learning
(2)
feature selection
(2)
Papers
Relative Deviation Margin Bounds
ICML 2021
Boosting with Multiple Sources
NIPS 2021
Adaptive Region-Based Active Learning
ICML 2020
Regularized Gradient Boosting
NIPS 2019
Region-Based Active Learning
AISTATS 2019
Active Learning with Disagreement Graphs
ICML 2019
Online Learning with Abstention
ICML 2018
Boosting with Abstention
NIPS 2016
Structural Maxent Models
ICML 2015
Deep Boosting
ICML 2014
Accuracy at the Top
NIPS 2012
Learning Bounds for Importance Weighting
NIPS 2010
Half Transductive Ranking
AISTATS 2010
Polynomial Semantic Indexing
NIPS 2009
On Transductive Regression
NIPS 2006
Rational Kernels: Theory and Algorithms
JMLR 2004