Brian Irwin

Joined

January 2023

Names

Brian Irwin (Preferred)

Emails

****@eoas.ubc.ca (Confirmed)

,

****@xtract.ai

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

PhD student

University of British Columbia (ubc.ca)

2019 – 2023

Advisors, Relations & Conflicts

PhD Advisor

2019 – 2023

Expertise

Optimization

Present

Publications

Secant penalized BFGS: a noise robust quasi-Newton method via penalizing the secant condition
Brian Irwin, Eldad Haber
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- Comput. Optim. Appl. 2023
- Readers: Everyone
Neural Network Accelerated Implicit Filtering: Integrating Neural Network Surrogates With Provably Convergent Derivative Free Optimization Methods
Brian Irwin, Eldad Haber, Raviv Gal, Avi Ziv
- ICML 2023 Poster
- Readers: Everyone
EnKSGD: A Class Of Preconditioned Black Box Optimization And Inversion Algorithms
Brian Irwin, Sebastian Reich
- Published: 01 Jan 2023, Last Modified: 02 Oct 2023
- CoRR 2023
- Readers: Everyone
Automatic Scalable System for the Coverage-Directed Generation (CDG) Problem
Raviv Gal, Eldad Haber, Wesam Ibraheem, Brian Irwin, Ziv Nevo, Avi Ziv
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- DATE 2021
- Readers: Everyone
Using Deep Neural Networks And Derivative Free Optimization To Accelerate Coverage Closure
Raviv Gal, Eldad Haber, Brian Irwin, Marwa Mouallem, Bilal Saleh, Avi Ziv
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- MLCAD 2021
- Readers: Everyone
Deep Neural Network Accelerated Implicit Filtering
Brian Irwin, Eldad Haber, Raviv Gal, Avi Ziv
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- CoRR 2021
- Readers: Everyone
Secant Penalized BFGS: A Noise Robust Quasi-Newton Method Via Penalizing The Secant Condition
Brian Irwin, Eldad Haber
- Published: 01 Jan 2020, Last Modified: 12 May 2023
- CoRR 2020
- Readers: Everyone
How To Catch A Lion In The Desert - On The Solution Of The Coverage Directed Generation (CDG) Problem
Raviv Gal, Eldad Haber, Brian Irwin, Bilal Saleh, Avi Ziv
- Published: 01 Jan 2019, Last Modified: 12 May 2023
- CoRR 2019
- Readers: Everyone

Co-Authors