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Laurent Ghaoui
Full Professor, University of California - Berkeley
Full Professor, University of California Berkeley
Joined
July 2019
Names
Laurent Ghaoui
,
Laurent El Ghaoui
Emails
****@berkeley.edu
(Confirmed)
,
****@eecs.berkeley.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Career & Education History
Full Professor
University of California - Berkeley
Present
Full Professor
University of California Berkeley
(berkeley.edu)
Present
Advisors, Relations & Conflicts
No relations added
Expertise
optimization
Present
robustness
Present
Publications
Tree-Sliced Wasserstein Distance with Nonlinear Projection
Thanh Tran
,
Hoang V. Tran
,
Thanh Chu
,
Huyen Trang Pham
,
Laurent Ghaoui
,
Tam Le
,
Tan Minh Nguyen
ICML 2025 poster
Readers:
Everyone
Constrained Implicit Learning Framework for Neural Network Sparsification
Alicia Y. Tsai
,
Wenzhi Gao
,
Laurent Ghaoui
ACML 2024 Conference Track
Readers:
Everyone
The Extrapolation Power of Implicit Models
Juliette Decugis
,
Max Emerling
,
Ashwin Ganesh
,
Alicia Y. Tsai
,
Laurent El Ghaoui
Submitted to ICLR 2024
Readers:
Everyone
State-drive Implicit Modeling
Alicia Y. Tsai
,
Juliette Decugis
,
Laurent El Ghaoui
,
Alper Atamturk
Submitted to ICLR 2024
Readers:
Everyone
On the Abilities of Mathematical Extrapolation with Implicit Models
Juliette Decugis
,
Alicia Y. Tsai
,
Ashwin Ganesh
,
Max Emerling
,
Laurent El Ghaoui
Published: 05 Dec 2022, Last Modified: 05 May 2023
MLSW2022
Readers:
Everyone
On the Abilities of Mathematical Extrapolation with Implicit Models
Juliette Decugis
,
Max Emerling
,
Ashwin Ganesh
,
Alicia Y. Tsai
,
Laurent El Ghaoui
Published: 21 Oct 2022, Last Modified: 05 May 2023
NeurIPS 2022 Workshop DistShift Poster
Readers:
Everyone
On the Abilities of Mathematical Extrapolation with Implicit Models
Juliette Decugis
,
Alicia Y. Tsai
,
Ashwin Ganesh
,
Max Emerling
,
Laurent El Ghaoui
Published: 18 Nov 2022, Last Modified: 05 May 2023
RobustSeq @ NeurIPS 2022 Poster
Readers:
Everyone
Theoretically Principled Trade-off between Robustness and Accuracy
Hongyang Zhang
,
Yaodong Yu
,
Jiantao Jiao
,
Eric Xing
,
Laurent El Ghaoui
,
Michael I. Jordan
2019 (modified: 11 Nov 2022)
ICML 2019
Readers:
Everyone
Recovery of Sparse Probability Measures via Convex Programming
Mert Pilanci
,
Laurent El Ghaoui
,
Venkat Chandrasekaran
2012 (modified: 11 Nov 2022)
NIPS 2012
Readers:
Everyone
Large-Scale Sparse Principal Component Analysis with Application to Text Data
Youwei Zhang
,
Laurent El Ghaoui
2011 (modified: 11 Nov 2022)
NIPS 2011
Readers:
Everyone
View all 19 publications
Co-Authors
Alexandre d'Aspremont
Alicia Y. Tsai
Alper Atamturk
Arnab Nilim
Ashwin Ganesh
Assane Gueye
Chiranjib Bhattacharyya
Eric Xing
Francis R. Bach
Georges Natsoulis
Gert R. G. Lanckriet
Hoang V. Tran
Hongyang Zhang
Huyen Trang Pham
Jiantao Jiao
Juliette Decugis
Max Emerling
Mert Pilanci
Michael I. Jordan
Nello Cristianini
Onureena Banerjee
Peter L. Bartlett
Pierre Garrigues
Tam Le
Tan Minh Nguyen
View all 31 co-authors