Anna Scampicchio - Publications, H-index & Citations

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Anna Scampicchio

swiss federal institutes of technology domain

6H-index

35Paper Count

143Citation Count

Published Papers 7

Publication Date

Gaussian processes for dynamics learning in model predictive control

Annual Reviews in Control

IF10.7

2025-11-08

OAAI

Anna Scampicchio; Elena Arcari; Amon Lahr; Melanie N. Zeilinger

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On the role of the signature transform in nonlinear systems and data-driven control

IFAC PAPERSONLINE

IF0

2025-11-01

PREAI

Scampicchio, Anna; Zeilinger, Melanie N.

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Active Learning-Based Model Predictive Coverage Control

IEEE TRANSACTIONS ON AUTOMATIC CONTROL

IF7

2024-09-01

OAAI

Rickenbach, Rahel; Kohler, Johannes; Scampicchio, Anna; Zeilinger, Melanie N.; Carron, Andrea

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Kernel-based learning of orthogonal functions

NEUROCOMPUTING

IF6.5

2023-08-01

OAAI

Scampicchio, Anna; Bisiacco, Mauro; Pillonetto, Gianluigi

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Bayesian frequentist bounds for machine learning and system identification

AUTOMATICA

IF5.9

2022-12-01

PREAI

Baggio, Giacomo; Care, Algo; Scampicchio, Anna; Pillonetto, Gianluigi

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Sample Complexity and Minimax Properties of Exponentially Stable Regularized Estimators

IEEE TRANSACTIONS ON AUTOMATIC CONTROL

IF7

2022-05-01

PREAI

Pillonetto, Gianluigi; Scampicchio, Anna

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Stable and robust LQR design via scenario approach

AUTOMATICA

IF5.9

2021-07-01

OAAI

Scampicchio, Anna; Aravkin, Aleksandr; Pillonetto, Gianluigi

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Research Directions