Nir Ailon
13 papers · 2008–2025 · 6 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
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πΊοΈ Taxonomy Completionist (35) π Academic Marathon Β· Full π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Diamond π£ Hot Topic Early Bird
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Keyword Pioneer
π₯
Mega-Team Β· Squad
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Renaissance Researcher
(5)
π₯
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Conference Pioneer
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Century Club Β· Bronze
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Trend Setter
ποΈ
Keyword Collector
(59)
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Research topics
Machine Learning
(12)
Learning Types
(9)
Core Methods
(7)
Optimization & Theory
(7)
Mathematics & Optimization
(5)
Optimization
(5)
Artificial Intelligence
(4)
Computer Science
(2)
Data Science & Analytics
(2)
Application Areas
(2)
Applications
(2)
Core AI
(2)
Learning Paradigms
(2)
Deep Learning
(1)
Natural Language Processing
(1)
Keywords
learning to rank
(5)
active learning
(5)
regret bound
(4)
convex optimization
(3)
semi-supervised clustering
(2)
graph clustering
(2)
pairwise preference
(2)
query complexity
(2)
peeling strategy
(2)
disagreement coefficient
(2)
probabilistic modeling
(1)
k-means clustering
(1)
preference learning
(1)
information retrieval
(1)
online learning
(1)
logistic regression
(1)
model selection
(1)
convex relaxation
(1)
mixed integer programming
(1)
hierarchical clustering
(1)
Papers
Puzzle: Distillation-Based NAS for Inference-Optimized LLMs
ICML 2025
Sparse linear networks with a fixed butterfly structure: theory and practice
UAI 2021
A New and Flexible Approach to the Analysis of Paired Comparison Data
JMLR 2018
Iterative and Active Graph Clustering Using Trace Norm Minimization Without Cluster Size Constraints
JMLR 2015
Active Learning Using Smooth Relative Regret Approximations with Applications
JMLR 2014
Improved Bounds for Online Learning Over the Permutahedron and Other Ranking Polytopes
AISTATS 2014
Reducing Dueling Bandits to Cardinal Bandits
ICML 2014
Breaking the Small Cluster Barrier of Graph Clustering
ICML 2013
Active Learning Using Smooth Relative Regret Approximations with Applications
COLT 2012
An Active Learning Algorithm for Ranking from Pairwise Preferences with an Almost Optimal Query Complexity
JMLR 2012
Active Learning Ranking from Pairwise Preferences with Almost Optimal Query Complexity
NeurIPS 2011
Streaming k-means approximation
NeurIPS 2009
Reconciling Real Scores with Binary Comparisons: A New Logistic Based Model for Ranking
NeurIPS 2008