c-Optimal Designs for High-dimensional Linear Models
Design of Experiments in High Dimensions using Semi-definite Programming
Projects
Inference for High-dimensional Single-Index Models
De-biasing technique for non-linear models + more efficient estimation using Hermite polynomials.
Individually Fair Rankings
An algorithm for training individually fair learning-to-rank systems using optimal transport tools.