The list below does not include all publications and may be outdated. Please see my
Google scholar page for a full list including recent work.
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LassoNet: A Neural Network with Feature Sparsity
[pdf]
[JMLR copy]
Ismael Lemhadri, Feng Ruan, Louis Abraham, Robert Tibshirani
Journal of Machine Learning Research, 2021
RbX: Region-based Explanations of Prediction Models
[pdf]
Ismael Lemhadri, Harrison H. Li, Trevor Hastie
Neural Networks with Feature Sparsity
[pdf]
Ismael Lemhadri, Feng Ruan, Robert Tibshirani
AISTATS 2021
Price Impact in a Latent Order Book
[pdf][MML copy]
Ismael Lemhadri
Market Microstructure and Liquidity, 2020
Exact recovery in the stochastic block model with the relaxed K-means
[pdf]
Ismael Lemhadri, Youssouf Emin
Deep Learning based Endoscopy Video Classification
[pdf]
Oussama Fadil, Ismael Lemhadri, Crystal Zheng