Alessio Mazzetto
8 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (4) πΊοΈ Taxonomy Completionist (14) π Interdisciplinary Bridge
π
Cross-Pollinator
(7)
π
Keyword Champion
(3)
π₯
Unstoppable
(5)
Conferences
AISTATS (3)
ICML (2)
NIPS (2)
ALT (1)
Top co-authors
Keywords
distribution drift
(3)
adaptive algorithm
(2)
zero-shot learning
(1)
adversarial learning
(1)
semi-supervised learning
(1)
online learning
(1)
binary classification
(1)
weakly supervised learning
(1)
weak supervision
(1)
empirical risk minimization
(1)
majority vote
(1)
label noise
(1)
multi-class classification
(1)
kernel smoothing
(1)
stochastic process
(1)
linear regression
(1)
label aggregation
(1)
nonparametric density estimation
(1)
distribution learning
(1)
discrete distribution
(1)
Papers
An Adaptive Method for Weak Supervision with Drifting Data
AISTATS 2025
Center-Based Approximation of a Drifting Distribution
ALT 2025
An Improved Algorithm for Learning Drifting Discrete Distributions
AISTATS 2024
Nonparametric Density Estimation under Distribution Drift
ICML 2023
An Adaptive Algorithm for Learning with Unknown Distribution Drift
NIPS 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
Adversarial Multi Class Learning under Weak Supervision with Performance Guarantees
ICML 2021