A. D. Palma

In Defense of the Unitary Scalarization for Deep Multi-Task Learning

M. P. Kumar, Ilya Kostrikov, Vitaly Kurin, 2022, Neural Information Processing Systems.

IBP Regularization for Verified Adversarial Robustness via Branch-and-Bound

M. P. Kumar, Krishnamurthy Dvijotham, Robert Stanforth, 2022, arXiv.org.

Communication-avoiding parallel minimum cuts and connected components

Torsten Hoefler, Alessandro De Palma, Maciej Besta, 2018, PPoPP.

In Defense of the Unitary Scalarization for Deep Multi-Task Learning

M. P. Kumar, Ilya Kostrikov, Vitaly Kurin, 2022, NeurIPS.

Scaling the Convex Barrier with Active Sets

Harkirat Singh Behl, Alessandro De Palma, Philip H. S. Torr, 2021, ICLR.

Benchmarking and Optimization of Gradient Boosting Decision Tree Algorithms pdf

Thomas P. Parnell, Andreea Anghel, Haralampos Pozidis, 2018, 1809.04559.