Lorenzo Stella - researchr alias

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Viewing Publication 1 - 15 from 15

2023

Deep Learning for Time Series Forecasting: Tutorial and Literature SurveyKonstantinos Benidis, Syama Sundar Rangapuram, Valentin Flunkert, Yuyang Wang 0001, Danielle C. Maddix, Ali Caner Türkmen, Jan Gasthaus, Michael Bohlke-Schneider, David Salinas, Lorenzo Stella, François-Xavier Aubet, Laurent Callot, Tim Januschowski. ACM Comput. Surv., 55(6), 2023. [doi]

2022

Douglas-Rachford splitting and ADMM for nonconvex optimization: accelerated and Newton-type linesearch algorithmsAndreas Themelis, Lorenzo Stella, Panagiotis Patrinos. coap, 82(2):395-440, 2022. [doi]

2020

GluonTS: Probabilistic and Neural Time Series Modeling in PythonAlexander Alexandrov 0003, Konstantinos Benidis, Michael Bohlke-Schneider, Valentin Flunkert, Jan Gasthaus, Tim Januschowski, Danielle C. Maddix, Syama Sundar Rangapuram, David Salinas, Jasper Schulz, Lorenzo Stella, Ali Caner Türkmen, Yuyang Wang. jmlr, 21, 2020. [doi]

Structural Determinants of Phosphopeptide Binding to the N-Terminal Src Homology 2 Domain of the SHP2 PhosphataseMassimiliano Anselmi, Paolo Calligari, Jochen S. Hub, Marco Tartaglia, Gianfranco Bocchinfuso, Lorenzo Stella. jcisd, 60(6):3157-3171, 2020. [doi]

Anomaly Detection at Scale: The Case for Deep Distributional Time Series ModelsFadhel Ayed, Lorenzo Stella, Tim Januschowski, Jan Gasthaus. icsoc 2021: 97-109 [doi]

Normalizing Kalman Filters for Multivariate Time Series AnalysisEmmanuel de Bézenac, Syama Sundar Rangapuram, Konstantinos Benidis, Michael Bohlke-Schneider, Richard Kurle, Lorenzo Stella, Hilaf Hasson, Patrick Gallinari, Tim Januschowski. nips 2020: [doi]

2019

Newton-Type Alternating Minimization Algorithm for Convex OptimizationLorenzo Stella, Andreas Themelis, Panagiotis Patrinos. tac, 64(2):697-711, 2019. [doi]

2018

2017

A simple and efficient algorithm for nonlinear model predictive controlLorenzo Stella, Andreas Themelis, Pantelis Sopasakis, Panagiotis Patrinos. cdc 2017: 1939-1944 [doi]

Forward-backward quasi-Newton methods for nonsmooth optimization problemsLorenzo Stella, Andreas Themelis, Panagiotis Patrinos. coap, 67(3):443-487, 2017. [doi]

2016

New primal-dual proximal algorithm for distributed optimizationPuya Latafat, Lorenzo Stella, Panagiotis Patrinos. cdc 2016: 1959-1964 [doi]

2014

Douglas-rachford splitting: Complexity estimates and accelerated variantsPanagiotis Patrinos, Lorenzo Stella, Alberto Bemporad. cdc 2014: 4234-4239 [doi]

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