Hussein Hazimeh
Title
Cited by
Cited by
Year
Fast best subset selection: Coordinate descent and local combinatorial optimization algorithms
H Hazimeh, R Mazumder
Operations Research 68 (5), 1517-1537, 2020
642020
Axiomatic analysis of smoothing methods in language models for pseudo-relevance feedback
H Hazimeh, CX Zhai
Proceedings of the 2015 international conference on the theory of …, 2015
252015
Sparse regression at scale: Branch-and-bound rooted in first-order optimization
H Hazimeh, R Mazumder, A Saab
arXiv preprint arXiv:2004.06152, 2020
112020
Learning sparse classifiers: Continuous and mixed integer optimization perspectives
A Dedieu, H Hazimeh, R Mazumder
Journal of Machine Learning Research, 2020
92020
The tree ensemble layer: Differentiability meets conditional computation
H Hazimeh, N Ponomareva, P Mol, Z Tan, R Mazumder
International Conference on Machine Learning, 4138-4148, 2020
72020
Learning hierarchical interactions at scale: A convex optimization approach
H Hazimeh, R Mazumder
International Conference on Artificial Intelligence and Statistics, 1833-1843, 2020
72020
Grouped Variable Selection with Discrete Optimization: Computational and Statistical Perspectives
H Hazimeh, R Mazumder, P Radchenko
arXiv preprint arXiv:2104.07084, 2021
12021
DSelect-k: Differentiable Selection in the Mixture of Experts with Applications to Multi-Task Learning
H Hazimeh, Z Zhao, A Chowdhery, M Sathiamoorthy, Y Chen, ...
arXiv preprint arXiv:2106.03760, 2021
2021
Package 'L0Learn'
H Hazimeh, R Mazumder
https://cran.r-project.org/web/packages/L0Learn/L0Learn.pdf, 2018
2018
Supplementary to “Learning Hierarchical Interactions at Scale: A Convex Optimization Approach”
H Hazimeh, R Mazumder
International Conference on Artificial Intelligence and Statistics, 1833-1843, 0
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