2 papers
stat.ML2025
A Teacher-Student Perspective on the Dynamics of Learning Near the Optimal Point
Carlos Couto, José Mourão, Mário A. T. Figueiredo +1
Near an optimal learning point of a neural network, the learning performance of gradient descent dynamics is dictated by the Hessian matrix of the loss function with respect to the…
cs.AI2023
DeepThought: An Architecture for Autonomous Self-motivated Systems
Arlindo L. Oliveira, Tiago Domingos, Mário Figueiredo +1
The ability of large language models (LLMs) to engage in credible dialogues with humans, taking into account the training data and the context of the conversation, has raised discu…