2 citations · 2 across the 3 of their papers we have counts for
4 papers
Bridging Neural Tangent Kernel Analysis and Reinforcement Learning for Deep Function Approximation
William St-Arnaud, Margarida Carvalho, Golnoosh Farnadi
Despite their widespread success across machine learning, the learning dynamics and generalization properties of neural networks remain poorly understood. The neural tangent kernel…
Revisiting the Neural Tangent Kernel: the role of large width and depth
William St-Arnaud, Margarida Carvalho, Golnoosh Farnadi
Overparameterized fully-connected neural networks have been shown to behave like kernel models when trained with gradient descent, assuming standard scaling conditions on the width…
Adaptation, Comparison and Practical Implementation of Fairness Schemes in Kidney Exchange Programs
William St-Arnaud, Margarida Carvalho, Golnoosh Farnadi
In Kidney Exchange Programs (KEPs), each participating patient is registered together with an incompatible donor. Donors without an incompatible patient can also register. Then, KE…
Design and Implementation of an Heuristic-Enhanced Branch-and-Bound Solver for MILP
Warley Almeida Silva, Federico Bobbio, Flore Caye +4
We present a solver for Mixed Integer Programs (MIP) developed for the MIP competition 2022. Given the 10 minutes bound on the computational time established by the rules of the co…