Andrea Cini
Università della Svizzera Italiana
H-index: 8
Europe-Switzerland
Top articles of Andrea Cini
Graph-based Virtual Sensing from Sparse and Partial Multivariate Observations
arXiv preprint arXiv:2402.12598
2024/2/19
Graph Deep Learning for Time Series Forecasting
arXiv preprint arXiv:2310.15978
2023/10/24
Scalable spatiotemporal graph neural networks
Proceedings of the AAAI conference on artificial intelligence
2023/6/26
Andrea Cini
H-Index: 1
Cesare Alippi
H-Index: 29
Peak shaving in distribution networks using stationary energy storage systems: A Swiss case study
Sustainable Energy, Grids and Networks
2023/6/1
Graph-based Time Series Clustering for End-to-End Hierarchical Forecasting
arXiv preprint arXiv:2305.19183
2023/5/30
Feudal graph reinforcement learning
arXiv preprint arXiv:2304.05099
2023/4/11
Andrea Cini
H-Index: 1
Cesare Alippi
H-Index: 29
Relational Inductive Biases for Object-Centric Image Generation
arXiv preprint arXiv:2303.14681
2023/3/26
Andrea Cini
H-Index: 1
Cesare Alippi
H-Index: 29
Taming Local Effects in Graph-based Spatiotemporal Forecasting
Advances in Neural Information Processing Systems
2024/2/13
Graph state-space models
arXiv preprint arXiv:2301.01741
2023/1/4
Sparse graph learning from spatiotemporal time series
Journal of Machine Learning Research
2023
Graph neural networks for high-level synthesis design space exploration
ACM Transactions on Design Automation of Electronic Systems
2022/12
Lorenzo Ferretti
H-Index: 4
Andrea Cini
H-Index: 1
Georgios Zacharopoulos
H-Index: 4
Cesare Alippi
H-Index: 29
Learning to reconstruct missing data from spatiotemporal graphs with sparse observations
Advances in Neural Information Processing Systems (NeurIPS)
2022
Andrea Cini
H-Index: 1
Cesare Alippi
H-Index: 29
Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks
International Conference on Learning Representations (ICLR)
2022
Andrea Cini
H-Index: 1
Cesare Alippi
H-Index: 29
Deep reinforcement learning with weighted Q-Learning
The Multi-disciplinary Conference on Reinforcement Learning and Decision Making (RLDM)
2022
Gaussian approximation for bias reduction in Q-learning
Journal of Machine Learning Research
2021
Underactuated Attitude Control with Deep Reinforcement Learning
2021
Andrea Cini
H-Index: 1
Cluster-based aggregate load forecasting with deep neural networks
2020/7/19
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