Andrea Paudice
10 papers · 2019–2026 · 6 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot (5) 🏃 Academic Marathon (6) 🐝 Cross-Pollinator (13) 🌉 Interdisciplinary Bridge
🧭
Keyword Pioneer
🗺️
Taxonomy Completionist
(14)
📈
Trend Setter
Conferences
NIPS (4)
ICML (2)
AISTATS (1)
ALT (1)
COLT (1)
JMLR (1)
Top co-authors
Keywords
active learning
(4)
cluster recovery
(4)
query complexity
(3)
multiclass classification
(2)
oracle query
(2)
exact recovery
(2)
transductive learning
(1)
k-means clustering
(1)
semi-supervised learning
(1)
sample complexity
(1)
label complexity
(1)
convex optimization
(1)
correlation clustering
(1)
stochastic mirror descent
(1)
binary classifier
(1)
margin-based learning
(1)
support vector machine
(1)
metric space
(1)
information-theoretic bound
(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
Margin-Based Active Learning of Classifiers
JMLR 2024
General Tail Bounds for Non-Smooth Stochastic Mirror Descent
AISTATS 2024
Active Learning of Classifiers with Label and Seed Queries
NIPS 2022
Exact Recovery of Clusters in Finite Metric Spaces Using Oracle Queries
COLT 2021
On Margin-Based Cluster Recovery with Oracle Queries
NIPS 2021
Robust Unsupervised Learning via L-statistic Minimization
ICML 2021
Exact Recovery of Mangled Clusters with Same-Cluster Queries
NIPS 2020
Correlation Clustering with Adaptive Similarity Queries
NIPS 2019