Follow
Alaa Maalouf
Alaa Maalouf
Computer Science Department, University of Haifa
Verified email at campus.haifa.ac.il
Title
Cited by
Cited by
Year
Fast and accurate least-mean-squares solvers
A Maalouf, I Jubran, D Feldman
Advances in Neural Information Processing Systems (NeurIPS'19 Outstanding …, 2019
432019
Coresets for near-convex functions
M Tukan, A Maalouf, D Feldman
Advances in Neural Information Processing Systems 33, 997-1009, 2020
192020
Overview of accurate coresets
I Jubran, A Maalouf, D Feldman
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, e1429, 2021
18*2021
Tight sensitivity bounds for smaller coresets
A Maalouf, A Statman, D Feldman
Proceedings of the 26th ACM SIGKDD international conference on knowledge …, 2020
142020
No fine-tuning, no cry: Robust svd for compressing deep networks
M Tukan, A Maalouf, M Weksler, D Feldman
Sensors 21 (16), 5599, 2021
9*2021
Sets clustering
I Jubran, M Tukan, A Maalouf, D Feldman
International Conference on Machine Learning, 4994-5005, 2020
92020
Coresets for the average case error for finite query sets
A Maalouf, I Jubran, M Tukan, D Feldman
Sensors 21 (19), 6689, 2021
8*2021
Deep Learning Meets Projective Clustering
A Maalouf, H Lang, D Rus, D Feldman
International Conference on Learning Representations (ICLR) 2021, 2021
62021
Fast and accurate least-mean-squares solvers
I Jubran, A Maalouf, D Feldman
42019
Compressing Neural Networks: Towards Determining the Optimal Layer-wise Decomposition
L Liebenwein, A Maalouf, D Feldman, D Rus
Advances in Neural Information Processing Systems 34, 2021
32021
Provably Approximated Point Cloud Registration
I Jubran, A Maalouf, R Kimmel, D Feldman
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
3*2021
Introduction to Coresets: Approximated Mean
A Maalouf, I Jubran, D Feldman
arXiv preprint arXiv:2111.03046, 2021
12021
A Unified Approach to Coreset Learning
A Maalouf, G Eini, B Mussay, D Feldman, M Osadchy
ICML 2021 Workshop on Subset Selection in Machine Learning: From Theory to …, 2021
12021
Coresets for Data Discretization and Sine Wave Fitting
A Maalouf, M Tukan, E Price, DM Kane, D Feldman
International Conference on Artificial Intelligence and Statistics, 10622-10639, 2022
2022
Obstacle Aware Sampling for Path Planning
M Tukan, A Maalouf, D Feldman, R Poranne
arXiv preprint arXiv:2203.04075, 2022
2022
Fast and Accurate Least-Mean-Squares Solvers for High Dimensional Data
A Maalouf, I Jubran, D Feldman
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022
2022
The system can't perform the operation now. Try again later.
Articles 1–16