Giovanni Zappella
13 papers · 2011–2025 · 7 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (41) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Gold 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
🏆
Keyword Champion
📈
Trend Setter
🌈
Renaissance Researcher
(7)
💎
Century Club · Bronze
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Keyword Collector
(81)
Top co-authors
Research topics
Machine Learning
(13)
Core Methods
(8)
Learning Types
(8)
Optimization & Theory
(6)
Deep Learning
(4)
Artificial Intelligence
(3)
Computer Science
(3)
Data Science & Analytics
(3)
Application Areas
(3)
Architectures
(3)
Mathematics & Optimization
(2)
Applications
(2)
Foundations
(2)
Learning Paradigms
(2)
Mathematics
(2)
Keywords
contextual bandit
(4)
online learning
(3)
online algorithm
(3)
multi-armed bandit
(3)
active learning
(3)
collaborative filtering
(2)
signed network
(2)
regret bound
(2)
mistake bound
(2)
link classification
(2)
spanning tree
(2)
graph theory
(1)
few-shot learning
(1)
graph prediction
(1)
label propagation
(1)
transductive learning
(1)
link prediction
(1)
regret analysis
(1)
graph clustering
(1)
energy minimization
(1)
Papers
CoRet: Improved Retriever for Code Editing
ACL 2025
Hyperband-based Bayesian Optimization for Black-box Prompt Selection
ICML 2025
PASHA: Efficient HPO and NAS with Progressive Resource Allocation
ICLR 2023
Memory Efficient Continual Learning with Transformers
NeurIPS 2022
Towards robust episodic meta-learning
UAI 2021
Linear bandits with Stochastic Delayed Feedback
ICML 2020
On Context-Dependent Clustering of Bandits
ICML 2017
Online Clustering of Bandits
ICML 2014
A Gang of Bandits
NeurIPS 2013
Random Spanning Trees and the Prediction of Weighted Graphs
JMLR 2013
A Correlation Clustering Approach to Link Classification in Signed Networks
COLT 2012
A Linear Time Active Learning Algorithm for Link Classification
NeurIPS 2012
See the Tree Through the Lines: The Shazoo Algorithm
NeurIPS 2011