Jonathan Lacotte

Joined

May 2020

Names

Jonathan Lacotte

Emails

****@stanford.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Stanford University (stanford.edu)

2016 – 2021

Advisors, Relations & Conflicts

PhD Advisor

2016 – 2021

Expertise

Convex optimization

Present

deep learning

2019 – Present

Publications

Globally Optimal Training of Neural Networks with Threshold Activation Functions
Tolga Ergen, Halil Ibrahim Gulluk, Jonathan Lacotte, Mert Pilanci
- Published: 01 Feb 2023, Last Modified: 01 Mar 2023
- ICLR 2023 poster
- Readers: Everyone
The Hidden Convex Optimization Landscape of Regularized Two-Layer ReLU Networks: an Exact Characterization of Optimal Solutions
Yifei Wang, Jonathan Lacotte, Mert Pilanci
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Oral
- Readers: Everyone
Newton-LESS: Sparsification without Trade-offs for the Sketched Newton Update
Michal Derezinski, Jonathan Lacotte, Mert Pilanci, Michael W. Mahoney
- Published: 09 Nov 2021, Last Modified: 26 May 2025
- NeurIPS 2021 Spotlight
- Readers: Everyone

Co-Authors