1 code implementation • 30 May 2023 • Louis Abraham
We also experimentally validate that the Nash equilibrium in our model also serves as a correlated equilibrium.
2 code implementations • 21 Aug 2022 • Xuelin Yang, Louis Abraham, Sejin Kim, Petr Smirnov, Feng Ruan, Benjamin Haibe-Kains, Robert Tibshirani
The Cox proportional hazards model is a canonical method in survival analysis for prediction of the life expectancy of a patient given clinical or genetic covariates -- it is a linear model in its original form.
no code implementations • 3 Dec 2020 • Louis Abraham
We present our methodology as part of the literature on model interpretability before arguing for the use of conditional entropy as the metric of interest to derive knowledge from data through a model-agnostic approach.
no code implementations • 21 Jul 2020 • Louis Abraham, Gary Becigneul, Benjamin Coleman, Bernhard Scholkopf, Anshumali Shrivastava, Alexander Smola
Group testing is a well-studied problem with several appealing solutions, but recent biological studies impose practical constraints for COVID-19 that are incompatible with traditional methods.
no code implementations • 13 May 2020 • Louis Abraham, Gary Bécigneul, Bernhard Schölkopf
We study the problem usually referred to as group testing in the context of COVID-19.
2 code implementations • 29 Jul 2019 • Ismael Lemhadri, Feng Ruan, Louis Abraham, Robert Tibshirani
Unlike other approaches to feature selection for neural nets, our method uses a modified objective function with constraints, and so integrates feature selection with the parameter learning directly.