Lorenzo Stella

Deep State Space Models for Time Series Forecasting

Syama Sundar Rangapuram, Matthias Seeger, Jan Gasthaus et al. · Neural Information Processing Systems · 2018 · 443 citations

Computing, Computer Science, Forecasting +16

Forward–backward quasi-Newton methods for nonsmooth optimization problems

Lorenzo Stella, Andreas Themelis, Panagiotis Patrinos · Computational Optimization and Applications · 2017 · 126 citations · Full text

Computing, Computer Science, Algorithms +12

GluonTS: Probabilistic and Neural Time Series Modeling in Python

A. Alexandrov, Konstantinos Benidis, Michael Bohlke‐Schneider et al. · Journal of Machine Learning Research · 2020 · 117 citations

Computing, Data Science, Machine Learning +11

Forward-Backward Envelope for the Sum of Two Nonconvex Functions: Further Properties and Nonmonotone Linesearch Algorithms

Andreas Themelis, Lorenzo Stella, Panagiotis Patrinos · SIAM Journal on Optimization · 2018 · 114 citations · Full text

Natural Sciences, Computer Science, Algorithms +14

Elastic Machine Learning Algorithms in Amazon SageMaker

Edo Liberty, Zohar Karnin, Bing Xiang et al. · 2020 · 104 citations

Computing, Computer Science, Artificial Intelligence +13