Andrea Paudice
10 papers · 2019–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird
💎
Century Club · Bronze
📈
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Research topics
Keywords
active learning
(4)
cluster recovery
(4)
oracle query
(3)
query complexity
(3)
multi-class classification
(2)
exact recovery
(2)
k-means clustering
(2)
sample complexity
(2)
transductive learning
(1)
linear regression
(1)
semi-supervised learning
(1)
label complexity
(1)
heavy-tailed distribution
(1)
semimetric space
(1)
convex optimization
(1)
support vector machine
(1)
margin-based learning
(1)
stochastic mirror descent
(1)
correlation clustering
(1)
semi-supervised clustering
(1)
Papers
Sample-Near-Optimal Agnostic Boosting with Improved Running Time
ALT 2026
Uniform Mean Estimation for Heavy-Tailed Distributions via Median-of-Means
ICML 2025
General Tail Bounds for Non-Smooth Stochastic Mirror Descent
AISTATS 2024
Margin-Based Active Learning of Classifiers
JMLR 2024
Active Learning of Classifiers with Label and Seed Queries
NeurIPS 2022
Exact Recovery of Clusters in Finite Metric Spaces Using Oracle Queries
COLT 2021
On Margin-Based Cluster Recovery with Oracle Queries
NeurIPS 2021
Robust Unsupervised Learning via L-statistic Minimization
ICML 2021
Exact Recovery of Mangled Clusters with Same-Cluster Queries
NeurIPS 2020
Correlation Clustering with Adaptive Similarity Queries
NeurIPS 2019