Olivier Chapelle
15 papers · 2006–2014 · 4 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Interdisciplinary Bridge π Renaissance Researcher (7) πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird
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Renaissance Researcher
(7)
π§
Keyword Pioneer
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Cross-Pollinator
(14)
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Keyword Trendsetter Combo
(6)
π¬
Deep Specialist
(10)
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Keyword Champion
(2)
π±
Topic Pioneer
ποΈ
Keyword Collector
(59)
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Trend Setter
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Conference Pioneer
π
Century Club
(15)
Conferences
NIPS (9)
JMLR (3)
AISTATS (2)
COLT (1)
Top co-authors
Keywords
support vector machine
(7)
kernel methods
(4)
non-convex optimization
(3)
semi-supervised learning
(3)
classifier cascade
(2)
margin maximization
(2)
pattern classification
(2)
basis function
(2)
test-time cost
(2)
decision tree
(2)
cross-validation
(1)
branch and bound algorithm
(1)
label propagation
(1)
hierarchical classification
(1)
convex optimization
(1)
sequence labeling
(1)
information retrieval
(1)
structured prediction
(1)
online learning
(1)
preference learning
(1)
Papers
Classifier Cascades and Trees for Minimizing Feature Evaluation Cost
JMLR 2014
Open Problem: Regret Bounds for Thompson Sampling
COLT 2012
Deterministic Annealing for Semi-Supervised Structured Output Learning
AISTATS 2012
Classifier Cascade for Minimizing Feature Evaluation Cost
AISTATS 2012
An Empirical Evaluation of Thompson Sampling
NIPS 2011
Large Margin Taxonomy Embedding for Document Categorization
NIPS 2008
Tighter Bounds for Structured Estimation
NIPS 2008
Optimization Techniques for Semi-Supervised Support Vector Machines
JMLR 2008
Learning with Transformation Invariant Kernels
NIPS 2007
An Analysis of Inference with the Universum
NIPS 2007
A General Boosting Method and its Application to Learning Ranking Functions for Web Search
NIPS 2007
An Efficient Method for Gradient-Based Adaptation of Hyperparameters in SVM Models
NIPS 2006
Building Support Vector Machines with Reduced Classifier Complexity
JMLR 2006
Branch and Bound for Semi-Supervised Support Vector Machines
NIPS 2006
Implicit Surfaces with Globally Regularised and Compactly Supported Basis Functions
NIPS 2006