Laurent El Ghaoui
University of California, Berkeley
H-index: 60
North America-United States
Top articles of Laurent El Ghaoui
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Naive Feature Selection: A Nearly Tight Convex Relaxation for Sparse Naive Bayes | Mathematics of Operations Research | Armin Askari Alexandre d’Aspremont Laurent El Ghaoui | 2024/2 |
The Extrapolation Power of Implicit Models | Juliette Decugis Max Emerling Ashwin Ganesh Alicia Y Tsai Laurent El Ghaoui | 2023/10/13 | |
State-drive Implicit Modeling | Alicia Y Tsai Juliette Decugis Laurent El Ghaoui Alper Atamturk | 2023/10/13 | |
Data-Driven Reachability and Support Estimation with Christoffel Functions | IEEE Transactions on Automatic Control | Alex Devonport Forest Yang Laurent El Ghaoui Murat Arcak | 2023/5/31 |
Towards Efficient and Robust Out-of-Distribution Deep Learning with Implicit Models | Ashwin Ganesh Laurent El Ghaoui Alper Atamtürk | 2023/5/12 | |
Recurrent neural network controllers synthesis with stability guarantees for partially observed systems | AAAI | Fangda Gu He Yin Laurent El Ghaoui Murat Arcak Peter Seiler | 2022 |
A sequential greedy approach for training implicit deep models | Tanmay Gautam Brendon G Anderson Somayeh Sojoudi Laurent El Ghaoui | 2022 | |
Learning-based Initialization Strategy for Safety of Multi-Vehicle Systems | Jennifer C Shih Akshara Rai Laurent El Ghaoui | 2022/6/8 | |
Entropic Lower Bound of Cardinality for Sparse Optimization | Quentin Jacquet Agnes Bialecki Laurent El Ghaoui Stéphane Gaubert Riadh Zorgati | 2022/11/28 | |
Approximation bounds for sparse programs | SIAM Journal on Mathematics of Data Science | Armin Askari Alexandre d'Aspremont Laurent El Ghaoui | 2022 |
On the abilities of mathematical extrapolation with implicit models | Juliette Decugis Max Emerling Ashwin Ganesh Alicia Y Tsai Laurent El Ghaoui | 2022/10/21 | |
State-driven implicit modeling for sparsity and robustness in neural networks | arXiv preprint arXiv:2209.09389 | Alicia Y Tsai Juliette Decugis Laurent El Ghaoui Alper Atamtürk | 2022/9/19 |
Sparse optimization for unsupervised extractive summarization of long documents with the frank-wolfe algorithm | Alicia Y Tsai Laurent El Ghaoui | 2020 | |
Grid Topology Estimation in Electrical Markets via Diagonally Dominant Laplacian | Fangda Gu Laurent El Ghaoui Guillaume Darmet | 2021/10/18 | |
Reachability-based Safe Planning for Multi-Vehicle Systems withMultiple Targets | arXiv preprint arXiv:2108.02420 | Jennifer C Shih Laurent El Ghaoui | 2021/8/5 |
Safety Methods for Robotic Systems | Chia-Yin Shih | 2021 | |
FANOK: Knockoffs in linear time | SIAM Journal on Mathematics of Data Science | Armin Askari Quentin Rebjock Alexandre d'Aspremont Laurent El Ghaoui | 2021 |
Data-driven reachability analysis and support set estimation with christoffel functions | arXiv preprint arXiv:2112.09995 | Alex Devonport Forest Yang Laurent El Ghaoui Murat Arcak | 2021/12/18 |
Implicit deep learning | SIAM Journal on Mathematics of Data Science | Laurent El Ghaoui Fangda Gu Bertrand Travacca Armin Askari Alicia Tsai | 2021 |
Data-driven reachability analysis with christoffel functions | Alex Devonport Forest Yang Laurent El Ghaoui Murat Arcak | 2021/12/14 |
