Eli Upfal
9 papers · 2008–2025 · 4 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Full π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (28) π Conference Polyglot Β· Bronze
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Keyword Champion
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Keyword Pioneer
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Trend Setter
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Keyword Collector
(56)
Venues
Top co-authors
Research topics
Machine Learning
(9)
Learning Types Β· Machine Learning
(6)
Optimization & Theory
(5)
Mathematics & Optimization
(4)
Optimization
(3)
Artificial Intelligence
(2)
Core Methods
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Application Areas
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Learning Paradigms
(1)
Learning Types Β· Deep Learning
(1)
Keywords
label aggregation
(2)
lower bound
(2)
distribution drift
(2)
weak supervision
(2)
label noise
(2)
online learning
(1)
semi-supervised learning
(1)
image classification
(1)
weakly supervised learning
(1)
adversarial learning
(1)
ising model
(1)
markov chain monte carlo
(1)
empirical risk minimization
(1)
exploration-exploitation tradeoff
(1)
online advertising
(1)
partition function
(1)
majority vote
(1)
exploration exploitation
(1)
multi-class classification
(1)
binary classification
(1)
Papers
An Adaptive Method for Weak Supervision with Drifting Data
AISTATS 2025
Center-Based Approximation of a Drifting Distribution
ALT 2025
An Adaptive Algorithm for Learning with Unknown Distribution Drift
NeurIPS 2023
Nonparametric Density Estimation under Distribution Drift
ICML 2023
Tight Lower Bounds on Worst-Case Guarantees for Zero-Shot Learning with Attributes
NeurIPS 2022
Adversarial Multi Class Learning under Weak Supervision with Performance Guarantees
ICML 2021
Fast Doubly-Adaptive MCMC to Estimate the Gibbs Partition Function with Weak Mixing Time Bounds
NeurIPS 2021
Semi-Supervised Aggregation of Dependent Weak Supervision Sources With Performance Guarantees
AISTATS 2021
Mortal Multi-Armed Bandits
NeurIPS 2008