109 citations · 116 across the 3 of their papers we have counts for
3 papers
math.AP2026
Sharp Convergence of Wasserstein Gradient Flows for Spectrally Nonnegative Interaction Energies
Zhengjiang Lin, Philippe Rigollet
We study the long-time behavior of Wasserstein gradient flows for interaction energies \[ \mathsf E[μ] = \frac12\iint_{M\times M}K(x,y)\,\mathrm dμ(x)\,\mathrm dμ(y) \] on a closed…
cs.LG2020★ 7 cited
Projection to Fairness in Statistical Learning
Thibaut Le Gouic, Jean-Michel Loubes, Philippe Rigollet
In the context of regression, we consider the fundamental question of making an estimator fair while preserving its prediction accuracy as much as possible. To that end, we define…
math.ST2006★ 109 cited
Generalization error bounds in semi-supervised classification under the cluster assumption
Philippe Rigollet
We consider semi-supervised classification when part of the available data is unlabeled. These unlabeled data can be useful for the classification problem when we make an assumptio…