Claudio Gentile
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
48
Venues
12
Active years
1998–2026
Best venue rank
A*
Where they publish
Papers
48 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | COLT | Statistical Learning from Attribution Sets. | Lorne Applebaum, Rbert Busa-Fekete, August Y. Chen, Claudio Gentile, Tomer Koren, Aryan Mokhtari |
| 2025 | ICML | Nearly Optimal Sample Complexity for Learning with Label Proportions. | Rbert Istvan Busa-Fekete, Travis Dick, Claudio Gentile, Haim Kaplan, Tomer Koren, Uri Stemmer |
| 2025 | KDD | Fast and Effective GNN Training through Sequences of Random Path Graphs. | Francesco Bonchi, Claudio Gentile, Francesco Paolo Nerini, Andr Panisson, Fabio Vitale |
| 2024 | AISTATS | Data-Driven Online Model Selection With Regret Guarantees. | Christoph Dann, Claudio Gentile, Aldo Pacchiano |
| 2024 | ALT | Adversarial Online Collaborative Filtering. | Stephen Pasteris, Fabio Vitale, Mark Herbster, Claudio Gentile, Andr Panisson |
| 2023 | ICRA | A Contextual Bandit Approach for Learning to Plan in Environments with Probabilistic Goal Configurations. | Sohan Rudra, Saksham Goel, Anirban Santara, Claudio Gentile, Laurent Perron, Fei Xia, Vikas Sindhwani, Carolina Parada, Gaurav Aggarwal |
| 2022 | AISTATS | Learning to Plan Variable Length Sequences of Actions with a Cascading Bandit Click Model of User Feedback. | Anirban Santara, Gaurav Aggarwal, Shuai Li, Claudio Gentile |
| 2022 | ICML | Achieving Minimax Rates in Pool-Based Batch Active Learning. | Claudio Gentile, Zhilei Wang, Tong Zhang |
| 2022 | PSD | An Optimization-Based Decomposition Heuristic for the Microaggregation Problem. | Jordi Castro, Claudio Gentile, Enric Spagnolo-Arrizabalaga |
| 2021 | ICML | Best Model Identification: A Rested Bandit Formulation. | Leonardo Cella, Massimiliano Pontil, Claudio Gentile |
| 2021 | ICML | Dynamic Balancing for Model Selection in Bandits and RL. | Ashok Cutkosky, Christoph Dann, Abhimanyu Das, Claudio Gentile, Aldo Pacchiano, Manish Purohit |
| 2021 | ICML | Hierarchical Clustering of Data Streams: Scalable Algorithms and Approximation Guarantees. | Anand Rajagopalan, Fabio Vitale, Danny Vainstein, Gui Citovsky, Cecilia M. Procopiuc, Claudio Gentile |
| 2020 | ICML | Adaptive Region-Based Active Learning. | Corinna Cortes, Giulia DeSalvo, Claudio Gentile, Mehryar Mohri, Ningshan Zhang |
| 2020 | ICML | Online Learning with Dependent Stochastic Feedback Graphs. | Corinna Cortes, Giulia DeSalvo, Claudio Gentile, Mehryar Mohri, Ningshan Zhang |
| 2019 | AISTATS | Region-Based Active Learning. | Corinna Cortes, Giulia DeSalvo, Claudio Gentile, Mehryar Mohri, Ningshan Zhang |
| 2019 | ICML | Online Learning with Sleeping Experts and Feedback Graphs. | Corinna Cortes, Giulia DeSalvo, Claudio Gentile, Mehryar Mohri, Scott Yang |
| 2019 | ICML | Active Learning with Disagreement Graphs. | Corinna Cortes, Giulia DeSalvo, Mehryar Mohri, Ningshan Zhang, Claudio Gentile |
| 2018 | ALT | On Similarity Prediction and Pairwise Clustering. | Stephen Pasteris, Fabio Vitale, Claudio Gentile, Mark Herbster |
| 2018 | COLT | Nonstochastic Bandits with Composite Anonymous Feedback. | Nicol Cesa-Bianchi, Claudio Gentile, Yishay Mansour |
| 2018 | ICML | Online Learning with Abstention. | Corinna Cortes, Giulia DeSalvo, Claudio Gentile, Mehryar Mohri, Scott Yang |
| 2017 | AISTATS | On the Troll-Trust Model for Edge Sign Prediction in Social Networks. | Graud Le Falher, Nicol Cesa-Bianchi, Claudio Gentile, Fabio Vitale |
| 2017 | COLT | Algorithmic Chaining and the Role of Partial Feedback in Online Nonparametric Learning. | Nicol Cesa-Bianchi, Pierre Gaillard, Claudio Gentile, Sbastien Gerchinovitz |
| 2017 | ICML | On Context-Dependent Clustering of Bandits. | Claudio Gentile, Shuai Li, Purushottam Kar, Alexandros Karatzoglou, Giovanni Zappella, Evans Etrue |
| 2016 | COLT | Delay and Cooperation in Nonstochastic Bandits. | Nicol Cesa-Bianchi, Claudio Gentile, Yishay Mansour, Alberto Minora |
| 2016 | SIGIR | Collaborative Filtering Bandits. | Shuai Li, Alexandros Karatzoglou, Claudio Gentile |
| 2014 | ICML | Online Clustering of Bandits. | Claudio Gentile, Shuai Li, Giovanni Zappella |
| 2013 | COLT | Online Similarity Prediction of Networked Data from Known and Unknown Graphs. | Claudio Gentile, Mark Herbster, Stephen Pasteris |
| 2013 | COLT | Regret Minimization for Branching Experts. | Eyal Gofer, Nicol Cesa-Bianchi, Claudio Gentile, Yishay Mansour |
| 2013 | SODA | Regret Minimization for Reserve Prices in Second-Price Auctions. | Nicol Cesa-Bianchi, Claudio Gentile, Yishay Mansour |
| 2011 | ICML | Multiclass Classification with Bandit Feedback using Adaptive Regularization. | Koby Crammer, Claudio Gentile |
| 2010 | COLT | Active Learning on Trees and Graphs. | Nicol Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella |
| 2010 | COLT | Robust Selective Sampling from Single and Multiple Teachers. | Ofer Dekel, Claudio Gentile, Karthik Sridharan |
| 2010 | ICML | Random Spanning Trees and the Prediction of Weighted Graphs. | Nicol Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella |
| 2009 | ALT | Learning Unknown Graphs. | Nicol Cesa-Bianchi, Claudio Gentile, Fabio Vitale |
| 2009 | COLT | Fast and Optimal Prediction on a Labeled Tree. | Nicol Cesa-Bianchi, Claudio Gentile, Fabio Vitale |
| 2009 | ICML | Robust bounds for classification via selective sampling. | Nicol Cesa-Bianchi, Claudio Gentile, Francesco Orabona |
| 2008 | COCOA | On the Stable Set Polytope of Claw-Free Graphs. | Anna Galluccio, Claudio Gentile, Paolo Ventura |
| 2008 | COLT | Linear Algorithms for Online Multitask Classification. | Giovanni Cavallanti, Nicol Cesa-Bianchi, Claudio Gentile |
| 2008 | EASE | An Evaluation of Function Point Counting Based on Measurement-Oriented Models. | Vieri Del Bianco, Claudio Gentile, Luigi Lavazza |
| 2006 | COLT | Tracking the Best Hyperplane with a Simple Budget Perceptron. | Nicol Cesa-Bianchi, Claudio Gentile |
| 2006 | ICML | Hierarchical classification: combining Bayes with SVM. | Nicol Cesa-Bianchi, Claudio Gentile, Luca Zaniboni |
| 2004 | COLT | Regret Bounds for Hierarchical Classification with Linear-Threshold Functions. | Nicol Cesa-Bianchi, Alex Conconi, Claudio Gentile |
| 2003 | COLT | Learning Probabilistic Linear-Threshold Classifiers via Selective Sampling. | Nicol Cesa-Bianchi, Alex Conconi, Claudio Gentile |
| 2002 | COLT | A Second-Order Perceptron Algorithm. | Nicol Cesa-Bianchi, Alex Conconi, Claudio Gentile |
| 2002 | ESA | A Primal Approach to the Stable Set Problem. | Claudio Gentile, Utz-Uwe Haus, Matthias Kppe, Giovanni Rinaldi, Robert Weismantel |
| 2000 | COLT | Adaptive and Self-Confident On-Line Learning Algorithms. | Peter Auer, Claudio Gentile |
| 1999 | COLT | The Robustness of the | Claudio Gentile, Nick Littlestone |
| 1998 | COLT | Improved Lower Bounds for Learning from Noisy Examples: An Information-Theoretic Approach. | Claudio Gentile, David P. Helmbold |