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Giovanni Zappella

According to our database¹, Giovanni Zappella authored at least 33 papers between 2010 and 2023.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Links

On csauthors.net:

Bibliography

2023

A Negative Result on Gradient Matching for Selective Backprop.

[BibT_eX]

[DOI]

,

Cédric Archambeau

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Giovanni Zappella

CoRR, 2023

Continual Learning with Low Rank Adaptation.

[BibT_eX]

[DOI]

,

Prabhu Teja Sivaprasad

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,

Giovanni Zappella

CoRR, 2023

Renate: A Library for Real-World Continual Learning.

[BibT_eX]

[DOI]

,

,

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Cédric Archambeau

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Giovanni Zappella

CoRR, 2023

PASHA: Efficient HPO and NAS with Progressive Resource Allocation.

[BibT_eX]

[DOI]

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,

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,

Cédric Archambeau

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Giovanni Zappella

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

PASHA: Efficient HPO with Progressive Resource Allocation.

[BibT_eX]

[DOI]

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Cédric Archambeau

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Giovanni Zappella

CoRR, 2022

Gradient-Matching Coresets for Rehearsal-Based Continual Learning.

[BibT_eX]

[DOI]

,

Giovanni Zappella

,

Cédric Archambeau

CoRR, 2022

Memory Efficient Continual Learning for Neural Text Classification.

[BibT_eX]

[DOI]

,

Giovanni Zappella

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,

Cédric Archambeau

CoRR, 2022

Memory Efficient Continual Learning with Transformers.

[BibT_eX]

[DOI]

,

Giovanni Zappella

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,

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Cédric Archambeau

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Continual Learning with Transformers for Image Classification.

[BibT_eX]

[DOI]

,

Giovanni Zappella

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,

,

Cédric Archambeau

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

Gradient-matching coresets for continual learning.

[BibT_eX]

[DOI]

,

Giovanni Zappella

,

Cédric Archambeau

CoRR, 2021

A resource-efficient method for repeated HPO and NAS problems.

[BibT_eX]

[DOI]

Giovanni Zappella

,

,

Cédric Archambeau

CoRR, 2021

Towards robust episodic meta-learning.

[BibT_eX]

[DOI]

,

Giovanni Zappella

,

Cédric Archambeau

Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

2020

Amazon SageMaker Autopilot: a white box AutoML solution at scale.

[BibT_eX]

[DOI]

CoRR, 2020

A Linear Bandit for Seasonal Environments.

[BibT_eX]

[DOI]

Giuseppe Di Benedetto

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,

Giovanni Zappella

CoRR, 2020

Linear bandits with Stochastic Delayed Feedback.

[BibT_eX]

[DOI]

,

Alexandra Carpentier

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,

Giovanni Zappella

,

,

Michael Brückner

Proceedings of the 37th International Conference on Machine Learning, 2020

Personalizing Natural Language Understanding using Multi-armed Bandits and Implicit Feedback.

[BibT_eX]

[DOI]

Fabian Moerchen

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,

Giovanni Zappella

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Learning to Rank in the Position Based Model with Bandit Feedback.

[BibT_eX]

[DOI]

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,

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Giovanni Zappella

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2018

Contextual Bandits under Delayed Feedback.

[BibT_eX]

[DOI]

,

Alexandra Carpentier

,

Giovanni Zappella

,

,

Michael Brückner

CoRR, 2018

2017

On Context-Dependent Clustering of Bandits.

[BibT_eX]

[DOI]

Claudio Gentile

,

,

Purushottam Kar

,

Alexandros Karatzoglou

,

Giovanni Zappella

,

Proceedings of the 34th International Conference on Machine Learning, 2017

2016

Online Context-Dependent Clustering in Recommendations based on Exploration-Exploitation Algorithms.

[BibT_eX]

[DOI]

,

Claudio Gentile

,

Alexandros Karatzoglou

,

Giovanni Zappella

CoRR, 2016

2015

Data-Dependent Clustering in Exploration-Exploitation Algorithms.

[BibT_eX]

[DOI]

,

Claudio Gentile

,

Alexandros Karatzoglou

,

Giovanni Zappella

CoRR, 2015

2014

Online Clustering of Bandits.

[BibT_eX]

[DOI]

Claudio Gentile

,

,

Giovanni Zappella

Proceedings of the 31th International Conference on Machine Learning, 2014

2013

Random spanning trees and the prediction ofweighted graphs.

[BibT_eX]

[DOI]

Nicolò Cesa-Bianchi

,

Claudio Gentile

,

,

Giovanni Zappella

J. Mach. Learn. Res., 2013

Political Disaffection: a case study on the Italian Twitter community

[BibT_eX]

[DOI]

,

Alessandro Rozza

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Giovanni Zappella

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,

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CoRR, 2013

A Gang of Bandits.

[BibT_eX]

[DOI]

Nicolò Cesa-Bianchi

,

Claudio Gentile

,

Giovanni Zappella

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Modelling political disaffection from Twitter data.

[BibT_eX]

[DOI]

,

Alessandro Rozza

,

Giovanni Zappella

,

,

,

Elanor Colleoni

Proceedings of the Second International Workshop on Issues of Sentiment Discovery and Opinion Mining, 2013

2012

A Correlation Clustering Approach to Link Classification in Signed Networks.

[BibT_eX]

[DOI]

Nicolò Cesa-Bianchi

,

Claudio Gentile

,

,

Giovanni Zappella

Proceedings of the COLT 2012, 2012

A Linear Time Active Learning Algorithm for Link Classification.

[BibT_eX]

[DOI]

Nicolò Cesa-Bianchi

,

Claudio Gentile

,

,

Giovanni Zappella

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

An Empirical Comparison of Label Prediction Algorithms on Automatically Inferred Networks.

[BibT_eX]

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Giovanni Zappella

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Nello Cristianini

Proceedings of the ICPRAM 2012, 2012

2011

A Scalable Multiclass Algorithm for Node Classification

[BibT_eX]

[DOI]

Giovanni Zappella

CoRR, 2011

See the Tree Through the Lines: The Shazoo Algorithm.

[BibT_eX]

[DOI]

,

Nicolò Cesa-Bianchi

,

Claudio Gentile

,

Giovanni Zappella

Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

2010

Random Spanning Trees and the Prediction of Weighted Graphs.

[BibT_eX]

[DOI]

Nicolò Cesa-Bianchi

,

Claudio Gentile

,

,

Giovanni Zappella

Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010

Active Learning on Trees and Graphs.

[BibT_eX]

[DOI]

Nicolò Cesa-Bianchi

,

Claudio Gentile

,

,

Giovanni Zappella

Proceedings of the COLT 2010, 2010

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