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Leonardo Cella
Leonardo Cella
Postdoctoral Researcher @ Italian Institute of Technology
Email verificata su iit.it - Home page
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Citata da
Citata da
Anno
Exploring the semantic gap for movie recommendations
M Elahi, Y Deldjoo, F Bakhshandegan Moghaddam, L Cella, S Cereda, ...
Proceedings of the Eleventh ACM Conference on Recommender Systems, 326-330, 2017
472017
Meta-learning with stochastic linear bandits
L Cella, A Lazaric, M Pontil
International Conference on Machine Learning, 1360-1370, 2020
332020
Stochastic bandits with delay-dependent payoffs
L Cella, N Cesa-Bianchi
International Conference on Artificial Intelligence and Statistics, 1168-1177, 2020
332020
Content-based approaches for cold-start job recommendations
M Bianchi, F Cesaro, F Ciceri, M Dagrada, A Gasparin, D Grattarola, ...
Proceedings of the Recommender Systems Challenge 2017, 1-5, 2017
172017
Efficient linear bandits through matrix sketching
I Kuzborskij, L Cella, N Cesa-Bianchi
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
162019
Deriving item features relevance from past user interactions
L Cella, S Cereda, M Quadrana, P Cremonesi
Proceedings of the 25th conference on user modeling, adaptation and …, 2017
132017
Modelling user behaviors with evolving users and catalogs of evolving items
L Cella
Adjunct Publication of the 25th Conference on User Modeling, Adaptation and …, 2017
52017
Multi-Task and Meta-Learning with Sparse Linear Bandits
L Cella, M Pontil
The Conference on Uncertainty in Artificial Intelligence, 2021
42021
Multi-task representation learning with stochastic linear bandits
L Cella, K Lounici, M Pontil
arXiv preprint arXiv:2202.10066, 2022
32022
A supervised learning approach to swaption calibration
L CELLA
Italy, 2016
32016
Efficient context-aware sequential recommender system
L Cella
Companion Proceedings of the The Web Conference 2018, 1391-1394, 2018
12018
Group Meritocratic Fairness in Linear Contextual Bandits
R Grazzi, A Akhavan, JIT Falk, L Cella, M Pontil
arXiv preprint arXiv:2206.03150, 2022
2022
Meta Representation Learning with Contextual Linear Bandits
L Cella, K Lounici, M Pontil
arXiv preprint arXiv:2205.15100, 2022
2022
Best Model Identification: A Rested Bandit Formulation
L Cella, M Pontil, C Gentile
International Conference on Machine Learning, 1362-1372, 2021
2021
Efficiency and Realism in Stochastic Bandits
L Cella
Università degli Studi di Milano, 2021
2021
Estimate features relevance for groups of users
S Cereda, L Cella, P Cremonesi
IIR 2017 - 8th Italian Information Retrieval Workshop, 80-83, 2017
2017
Kernalized Collaborative Contextual Bandits
L Cella, R Gaudel, P Cremonesi
RecSys Posters, 2017
2017
Multi-Task and Meta-Learning with Sparse Linear Bandits Supplementary material
L Cella, M Pontil
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
Articoli 1–18