Παρακολούθηση
Lorenzo Stella
Lorenzo Stella
Amazon, AWS AI Labs
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα amazon.com - Αρχική σελίδα
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Παρατίθεται από
Παρατίθεται από
Έτος
Deep state space models for time series forecasting
SS Rangapuram, MW Seeger, J Gasthaus, L Stella, Y Wang, ...
Advances in neural information processing systems 31, 2018
3332018
Forward-backward quasi-Newton methods for nonsmooth optimization problems
L Stella, A Themelis, P Patrinos
Computational Optimization and Applications 67 (3), 443–487, 2017
1042017
Neural forecasting: Introduction and literature overview
K Benidis, SS Rangapuram, V Flunkert, B Wang, D Maddix, C Turkmen, ...
arXiv preprint arXiv:2004.10240, 2020
922020
GluonTS: Probabilistic and Neural Time Series Modeling in Python.
A Alexandrov, K Benidis, M Bohlke-Schneider, V Flunkert, J Gasthaus, ...
J. Mach. Learn. Res. 21 (116), 1-6, 2020
892020
A simple and efficient algorithm for nonlinear model predictive control
L Stella, A Themelis, P Sopasakis, P Patrinos
2017 IEEE 56th Annual Conference on Decision and Control (CDC), 1939-1944, 2017
822017
Douglas-Rachford splitting: Complexity estimates and accelerated variants
P Patrinos, L Stella, A Bemporad
53rd IEEE Conference on Decision and Control, 4234-4239, 2014
782014
Forward-backward envelope for the sum of two nonconvex functions: Further properties and nonmonotone linesearch algorithms
A Themelis, L Stella, P Patrinos
SIAM Journal on Optimization 28 (3), 2274-2303, 2018
772018
Gluonts: Probabilistic Time Series Models in Python
A Alexandrov, K Benidis, M Bohlke-Schneider, V Flunkert, J Gasthaus, ...
arXiv preprint arXiv:1906.05264, 2019
672019
Elastic Machine Learning Algorithms in Amazon SageMaker
E Liberty, Z Karnin, B Xiang, L Rouesnel, B Coskun, R Nallapati, ...
Proceedings of the 2020 ACM SIGMOD International Conference on Management of …, 2020
592020
Modeling cellular compartmentation in one‐carbon metabolism
M Scotti, L Stella, EJ Shearer, PJ Stover
Wiley Interdisciplinary Reviews: Systems Biology and Medicine 5 (3), 343-365, 2013
582013
Forward-backward truncated Newton methods for convex composite optimization
P Patrinos, L Stella, A Bemporad
arXiv preprint arXiv:1402.6655, 2014
422014
Normalizing Kalman filters for multivariate time series analysis
E de Bézenac, SS Rangapuram, K Benidis, M Bohlke-Schneider, R Kurle, ...
Advances in Neural Information Processing Systems 33, 2995-3007, 2020
322020
Proximal gradient algorithms: Applications in signal processing
N Antonello, L Stella, P Patrinos, T van Waterschoot
arXiv preprint arXiv:1803.01621, 2018
222018
New primal-dual proximal algorithm for distributed optimization
P Latafat, L Stella, P Patrinos
2016 IEEE 55th Conference on Decision and Control (CDC), 1959-1964, 2016
192016
Newton-type alternating minimization algorithm for convex optimization
L Stella, A Themelis, P Patrinos
IEEE Transactions on Automatic Control 64 (2), 697-711, 2019
122019
Now available in amazon sagemaker: Deepar algorithm for more accurate time series forecasting
T Januschowski, D Arpin, D Salinas, V Flunkert, J Gasthaus, L Stella, ...
AWS machine learning blog, 2018
112018
ProximalOperators.jl
L Stella, N Antonello, M Falt
September, 2020
62020
Anomaly detection at scale: The case for deep distributional time series models
F Ayed, L Stella, T Januschowski, J Gasthaus
International Conference on Service-Oriented Computing, 97-109, 2020
52020
Douglas–Rachford splitting and ADMM for nonconvex optimization: accelerated and Newton-type linesearch algorithms
A Themelis, L Stella, P Patrinos
Computational Optimization and Applications, 1-46, 2022
2*2022
Artificial intelligence system combining state space models and neural networks for time series forecasting
S Rangapuram, JA Gasthaus, T Januschowski, M Seeger, L Stella
US Patent 11,281,969, 2022
12022
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