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Leonardo Cella
Leonardo Cella
ex-IIT(Italian Institute of Techonology)
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Titel
Zitiert von
Zitiert von
Jahr
Meta-learning with stochastic linear bandits
L Cella, A Lazaric, M Pontil
International Conference on Machine Learning, 1360-1370, 2020
712020
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
612017
Stochastic bandits with delay-dependent payoffs
L Cella, N Cesa-Bianchi
International Conference on Artificial Intelligence and Statistics, 1168-1177, 2020
532020
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
252017
Multi-task representation learning with stochastic linear bandits
L Cella, K Lounici, G Pacreau, M Pontil
International Conference on Artificial Intelligence and Statistics, 4822-4847, 2023
222023
Efficient linear bandits through matrix sketching
I Kuzborskij, L Cella, N Cesa-Bianchi
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
222019
Multi-Task and Meta-Learning with Sparse Linear Bandits
L Cella, M Pontil
The Conference on Uncertainty in Artificial Intelligence, 2021
182021
Group meritocratic fairness in linear contextual bandits
R Grazzi, A Akhavan, JIF Falk, L Cella, M Pontil
Advances in Neural Information Processing Systems 35, 24392-24404, 2022
142022
Best model identification: A rested bandit formulation
L Cella, M Pontil, C Gentile
International Conference on Machine Learning, 1362-1372, 2021
142021
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
142017
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
82017
Meta representation learning with contextual linear bandits
L Cella, K Lounici, M Pontil
arXiv preprint arXiv:2205.15100, 2022
52022
A supervised learning approach to swaption calibration
L CELLA
Politecnico di Milano, 2015
32015
Efficient context-aware sequential recommender system
L Cella
Companion Proceedings of the The Web Conference 2018, 1391-1394, 2018
22018
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
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