Zappella, Giovanni

19 publications

ICML 2025 Hyperband-Based Bayesian Optimization for Black-Box Prompt Selection Lennart Schneider, Martin Wistuba, Aaron Klein, Jacek Golebiowski, Giovanni Zappella, Felice Antonio Merra

NeurIPSW 2023 A Negative Result on Gradient Matching for Selective Backprop Lukas Balles, Cedric Archambeau, Giovanni Zappella

NeurIPSW 2023 Continual Learning with Low Rank Adaptation Martin Wistuba, Prabhu Teja S, Lukas Balles, Giovanni Zappella

ICLR 2023 PASHA: Efficient HPO and NAS with Progressive Resource Allocation Ondrej Bohdal, Lukas Balles, Martin Wistuba, Beyza Ermis, Cedric Archambeau, Giovanni Zappella

CVPRW 2022 Continual Learning with Transformers for Image Classification Beyza Ermis, Giovanni Zappella, Martin Wistuba, Aditya Rawal, Cédric Archambeau

NeurIPS 2022 Memory Efficient Continual Learning with Transformers Beyza Ermis, Giovanni Zappella, Martin Wistuba, Aditya Rawal, Cedric Archambeau

ICMLW 2021 A Resource-Efficient Method for Repeated HPO and NAS Problems Giovanni Zappella, David Salinas, Cedric Archambeau

NeurIPSW 2021 Gradient-Matching Coresets for Continual Learning Lukas Balles, Giovanni Zappella, Cedric Archambeau

UAI 2021 Towards Robust Episodic Meta-Learning Beyza Ermis, Giovanni Zappella, Cédric Archambeau

ICML 2020 Linear Bandits with Stochastic Delayed Feedback Claire Vernade, Alexandra Carpentier, Tor Lattimore, Giovanni Zappella, Beyza Ermis, Michael Brückner

ICML 2017 On Context-Dependent Clustering of Bandits Claudio Gentile, Shuai Li, Purushottam Kar, Alexandros Karatzoglou, Giovanni Zappella, Evans Etrue

ICML 2014 Online Clustering of Bandits Claudio Gentile, Shuai Li, Giovanni Zappella

NeurIPS 2013 A Gang of Bandits Nicolò Cesa-Bianchi, Claudio Gentile, Giovanni Zappella

JMLR 2013 Random Spanning Trees and the Prediction of Weighted Graphs Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella

COLT 2012 A Correlation Clustering Approach to Link Classification in Signed Networks Nicoló Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella

NeurIPS 2012 A Linear Time Active Learning Algorithm for Link Classification Nicolò Cesa-bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella

NeurIPS 2011 See the Tree Through the Lines: The Shazoo Algorithm Fabio Vitale, Nicolò Cesa-bianchi, Claudio Gentile, Giovanni Zappella

COLT 2010 Active Learning on Trees and Graphs Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella

ICML 2010 Random Spanning Trees and the Prediction of Weighted Graphs Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella