Bart Van Parys

Multivariate Chebyshev Inequality With Estimated Mean and Variance

P. Goulart, B. Stellato, Bart Van Parys, 2015, 1509.08398.

Generalized Gauss inequalities via semidefinite programming

D. Kuhn, P. Goulart, Bart Van Parys, 2015, Mathematical Programming.

Distributionally robust expectation inequalities for structured distributions

M. Morari, P. Goulart, Bart Van Parys, 2017, Mathematical Programming.

Bootstrap robust prescriptive analytics

Bart P. G. Van Parys, D. Bertsimas, Bart Van Parys, 2017, Mathematical Programming.

Sparse hierarchical regression with polynomials

Dimitris Bertsimas, Bart Van Parys, D. Bertsimas, 2017, Machine Learning.

Sparse classification: a scalable discrete optimization perspective

Dimitris Bertsimas, Jean Pauphilet, Bart P. G. Van Parys, 2017, Machine Learning.