Eli Upfal
9 papers · 2008–2025 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (23) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (4)
π
Academic Marathon
(17)
π
Cross-Pollinator
(10)
π
Trend Setter
Conferences
NIPS (4)
AISTATS (2)
ICML (2)
ALT (1)
Top co-authors
Keywords
distribution drift
(2)
image classification
(1)
partition function
(1)
adversarial learning
(1)
semi-supervised learning
(1)
online learning
(1)
binary classification
(1)
online advertising
(1)
weakly supervised learning
(1)
weak supervision
(1)
ising model
(1)
markov chain monte carlo
(1)
empirical risk minimization
(1)
majority vote
(1)
zero-shot learning
(1)
exploration-exploitation
(1)
label noise
(1)
multi-class classification
(1)
arm expiration
(1)
stochastic optimization
(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
NIPS 2023
Nonparametric Density Estimation under Distribution Drift
ICML 2023
Tight Lower Bounds on Worst-Case Guarantees for Zero-Shot Learning with Attributes
NIPS 2022
Semi-Supervised Aggregation of Dependent Weak Supervision Sources With Performance Guarantees
AISTATS 2021
Fast Doubly-Adaptive MCMC to Estimate the Gibbs Partition Function with Weak Mixing Time Bounds
NIPS 2021
Adversarial Multi Class Learning under Weak Supervision with Performance Guarantees
ICML 2021
Mortal Multi-Armed Bandits
NIPS 2008