Hussein Hazimeh

Learning Sparse Classifiers: Continuous and Mixed Integer Optimization Perspectives pdf

Rahul Mazumder, Antoine Dedieu, Hussein Hazimeh, 2020, J. Mach. Learn. Res..

Axiomatic Analysis of Smoothing Methods in Language Models for Pseudo-Relevance Feedback

ChengXiang Zhai, Hussein Hazimeh, 2015, ICTIR.

The Tree Ensemble Layer: Differentiability meets Conditional Computation pdf

Zhenyu Tan, Rahul Mazumder, Petros Mol, 2020, ICML.

Sparse Regression at Scale: Branch-and-Bound rooted in First-Order Optimization pdf

Rahul Mazumder, Hussein Hazimeh, Ali Saab, 2020, ArXiv.

Learning Hierarchical Interactions at Scale: A Convex Optimization Approach

Rahul Mazumder, Hussein Hazimeh, R. Mazumder, 2019, AISTATS.

Grouped Variable Selection with Discrete Optimization: Computational and Statistical Perspectives pdf

Rahul Mazumder, Hussein Hazimeh, Peter Radchenko, 2021, The Annals of Statistics.

DSelect-k: Differentiable Selection in the Mixture of Experts with Applications to Multi-Task Learning pdf

Aakanksha Chowdhery, Ed H. Chi, Lichan Hong, 2021, NeurIPS.