Follow
Issam H. Laradji
Issam H. Laradji
Senior Research Scientist at ServiceNow Research
Verified email at servicenow.com
Title
Cited by
Cited by
Year
Software defect prediction using ensemble learning on selected features
IH Laradji, M Alshayeb, L Ghouti
Information and Software Technology (IST), 2015
3562015
Coordinate descent converges faster with the gauss-southwell rule than random selection
J Nutini, M Schmidt, I Laradji, M Friedlander, H Koepke
International Conference on Machine Learning (ICML), 2015
2152015
Where are the blobs: Counting by localization with point supervision
IH Laradji, N Rostamzadeh, PO Pinheiro, D Vazquez, M Schmidt
Proceedings of the European Conference on Computer Vision (ECCV), 2018
1462018
Painless stochastic gradient: Interpolation, line-search, and convergence rates
S Vaswani, A Mishkin, I Laradji, M Schmidt, G Gidel, S Lacoste-Julien
Neural Information Processing Systems (NeurIPS), 2019
1332019
Embedding propagation: Smoother manifold for few-shot classification
P Rodríguez, I Laradji, A Drouin, A Lacoste
European Conference on Computer Vision (ECCV), 2020
1282020
Online fast adaptation and knowledge accumulation: a new approach to continual learning
M Caccia, P Rodriguez, O Ostapenko, F Normandin, M Lin, L Caccia, ...
Neural Information Processing System (NeurIPS), 2020
93*2020
Stochastic polyak step-size for sgd: An adaptive learning rate for fast convergence
N Loizou, S Vaswani, IH Laradji, S Lacoste-Julien
Artificial Intelligence and Statistics (AISTATS), 2021
712021
Convergence rates for greedy Kaczmarz algorithms
J Nutini, B Sepehry, A Virani, I Laradji, M Schmidt, H Koepke
Uncertainty in Artificial Intelligence (UAI), 2016
68*2016
A weakly supervised consistency-based learning method for covid-19 segmentation in ct images
I Laradji, P Rodriguez, O Manas, K Lensink, M Law, L Kurzman, W Parker, ...
Winter Conference on Applications of Computer Vision (WACV), 2021
592021
Let's Make Block Coordinate Descent Converge Faster: Faster Greedy Rules, Message-Passing, Active-Set Complexity, and Superlinear Convergence
J Nutini, I Laradji, M Schmidt
Journal of Machine Learning Research (JMLR), 2022
53*2022
A realistic fish-habitat dataset to evaluate algorithms for underwater visual analysis
A Saleh, IH Laradji, DA Konovalov, M Bradley, D Vazquez, M Sheaves
Nature Scientific Reports, 2020
442020
M-ADDA: Unsupervised domain adaptation with deep metric learning
IH Laradji, R Babanezhad
Domain Adaptation for Visual Understanding (ICML Workshop), 2020
412020
Where are the masks: Instance segmentation with image-level supervision
IH Laradji, D Vazquez, M Schmidt
British Machine Vision Conference (BMVC), 2019
402019
Perceptual hashing of color images using hypercomplex representations
IH Laradji, L Ghouti, EH Khiari
International Conference on Image Processing (ICIP), 2013
282013
Proposal-based instance segmentation with point supervision
IH Laradji, N Rostamzadeh, PO Pinheiro, D Vazquez, M Schmidt
International Conference on Image Processing (ICIP), 2020
26*2020
Cvpr 2020 continual learning in computer vision competition: Approaches, results, current challenges and future directions
V Lomonaco, L Pellegrini, P Rodriguez, M Caccia, Q She, Y Chen, ...
Artificial Intelligence (AI), 2022
232022
Fast and furious convergence: Stochastic second order methods under interpolation
SY Meng, S Vaswani, IH Laradji, M Schmidt, S Lacoste-Julien
Artificial Intelligence and Statistics (AISTATS), 2020
232020
A weakly supervised region-based active learning method for covid-19 segmentation in ct images
I Laradji, P Rodriguez, F Branchaud-Charron, K Lensink, P Atighehchian, ...
arXiv preprint arXiv:2007.07012, 2020
202020
Learning data augmentation with online bilevel optimization for image classification
S Mounsaveng, I Laradji, I Ben Ayed, D Vazquez, M Pedersoli
Winter Conference on Applications of Computer Vision (WACV), 2021
172021
Adaptive Gradient Methods Converge Faster with Over-Parameterization (and you can do a line-search)
S Vaswani, I Laradji, F Kunstner, SY Meng, M Schmidt, S Lacoste-Julien
arXiv preprint arXiv:2006.06835, 2020
172020
The system can't perform the operation now. Try again later.
Articles 1–20