João Pedro Silvestre

According to our database, João Pedro Silvestre authored at least 7 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Consensus Is All You Get: The Role of Attention in Transformers.

Álvaro Rodríguez Abella, João Pedro Silvestre, Paulo Tabuada

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Time-varying Distributed Optimization with Derivative Estimation.

João Pedro Silvestre, Matteo Marchi, Paulo Tabuada

Proceedings of the 64th IEEE Conference on Decision and Control, 2025

Stopping LLMs from Going Rogue: A Control Barrier Approach to Text Generation.

João Pedro Silvestre, Álvaro Rodríguez Abella, Paulo Tabuada

Proceedings of the 64th IEEE Conference on Decision and Control, 2025

Boiling Frogs: Generative Models, Synthetic Data, and the Opinions of their Users.

Matteo Marchi, João Pedro Silvestre, Stefano Soatto, Pratik Chaudhari, Paulo Tabuada

Proceedings of the 64th IEEE Conference on Decision and Control, 2025

2024

The Asymptotic Behavior of Attention in Transformers.

Álvaro Rodríguez Abella, João Pedro Silvestre, Paulo Tabuada

CoRR, 2024

A Framework for Time-Varying Optimization via Derivative Estimation.

Matteo Marchi, Jonathan Bunton, João Pedro Silvestre, Paulo Tabuada

Proceedings of the European Control Conference, 2024

Nonlinear Observers with Tighter Online Error Bounds.

João Pedro Silvestre, Rahal Nanayakkara, Paulo Tabuada

Proceedings of the 63rd IEEE Conference on Decision and Control, 2024