Matteo Marchi

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Boltzmann Machine

Generative Model

Top Venues

IEEE Control. Syst. Lett.

Publications

Matteo Marchi, Jonathan Bunton, João Pedro Silvestre, Paulo Tabuada
A Framework for Time-Varying Optimization via Derivative Estimation. ECC (2024)
Matteo Marchi, Stefano Soatto, Pratik Chaudhari, Paulo Tabuada
Heat Death of Generative Models in Closed-Loop Learning. CoRR (2024)
Matteo Marchi, Jonathan Bunton, João Pedro Silvestre, Paulo Tabuada
A Framework for Time-Varying Optimization via Derivative Estimation. CoRR (2024)
Tian Yu Liu, Stefano Soatto, Matteo Marchi, Pratik Chaudhari, Paulo Tabuada
Meanings and Feelings of Large Language Models: Observability of Latent States in Generative AI. CoRR (2024)
Matteo Marchi, Jonathan Bunton, Yskandar Gas, Bahman Gharesifard, Paulo Tabuada
Sharp Performance Bounds for PASTA. IEEE Control. Syst. Lett. 7 (2023)
Matteo Marchi, Jonathan Bunton, Bahman Gharesifard, Paulo Tabuada
LiDAR Point Cloud Registration with Formal Guarantees. CDC (2022)
Matteo Marchi, Lucas Fraile, Paulo Tabuada
Dirty derivatives for output feedback stabilization. CoRR (2022)
Matteo Marchi, Jonathan Bunton, Bahman Gharesifard, Paulo Tabuada
Safety and Stability Guarantees for Control Loops With Deep Learning Perception. IEEE Control. Syst. Lett. 6 (2022)
Matteo Marchi, Bahman Gharesifard, Paulo Tabuada
Training deep residual networks for uniform approximation guarantees. L4DC (2021)