no code implementations • 27 Mar 2024 • Yejin Kim, Scott Rome, Kevin Foley, Mayur Nankani, Rimon Melamed, Javier Morales, Abhay Yadav, Maria Peifer, Sardar Hamidian, H. Howie Huang
It is essential to provide recommendations that are both personalized and diverse, rather than solely relying on achieving high rank-based performance, such as Click-through Rate, Recall, etc.
no code implementations • 8 Sep 2020 • Maria Peifer, Alejandro Ribeiro
Instead, each agent must form a local model and decide what information is fundamental to the learning problem, which will be sent to a central unit.
Signal Processing
no code implementations • 7 May 2019 • Maria Peifer, Luiz. F. O. Chamon, Santiago Paternain, Alejandro Ribeiro
To address the complexity issues, we then write the function estimation problem as a sparse functional program that explicitly minimizes the support of the representation leading to low complexity solutions.