Fabio Vitale
20 papers · 2007–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Interdisciplinary Bridge π Renaissance Researcher (6) πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Academic Marathon
(18)
π€
Dynamic Duo
(11)
π
Keyword Champion
(2)
π
Trend Setter
ποΈ
Keyword Collector
(91)
π
Century Club
(20)
Conferences
NIPS (9)
AISTATS (4)
ALT (4)
COLT (1)
ICML (1)
JMLR (1)
Top co-authors
Keywords
online learning
(8)
regret bound
(4)
active learning
(4)
multi-armed bandit
(3)
online algorithm
(3)
similarity query
(2)
signed network
(2)
spanning tree
(2)
social network
(2)
mistake bound
(2)
recommender system
(2)
graph theory
(2)
label propagation
(2)
hierarchical clustering
(2)
correlation clustering
(2)
query complexity
(2)
link classification
(2)
adversarial bandit
(2)
collaborative filtering
(1)
graph prediction
(1)
Papers
Self-Directed Node Classification on Graphs
ALT 2025
Best-of-Both-Worlds Algorithms for Linear Contextual Bandits
AISTATS 2024
Bandits with Abstention under Expert Advice
NIPS 2024
Adversarial Online Collaborative Filtering
ALT 2024
Sum-max Submodular Bandits
AISTATS 2024
Online Learning of Facility Locations
ALT 2021
Hierarchical Clustering of Data Streams: Scalable Algorithms and Approximation Guarantees
ICML 2021
A Gang of Adversarial Bandits
NIPS 2021
Correlation Clustering with Adaptive Similarity Queries
NIPS 2019
MaxHedge: Maximizing a Maximum Online
AISTATS 2019
Flattening a Hierarchical Clustering through Active Learning
NIPS 2019
Online Reciprocal Recommendation with Theoretical Performance Guarantees
NIPS 2018
On Similarity Prediction and Pairwise Clustering
ALT 2018
On the Troll-Trust Model for Edge Sign Prediction in Social Networks
AISTATS 2017
Random Spanning Trees and the Prediction of Weighted Graphs
JMLR 2013
Online Sum-Product Computation Over Trees
NIPS 2012
A Linear Time Active Learning Algorithm for Link Classification
NIPS 2012
A Correlation Clustering Approach to Link Classification in Signed Networks
COLT 2012
See the Tree Through the Lines: The Shazoo Algorithm
NIPS 2011
On higher-order perceptron algorithms
NIPS 2007