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Brian Irwin
ORCID
Publication Activity (10 Years)
Years Active: 2016-2024
Publications (10 Years): 10
Top Topics
Neural Network
Black Boxes
Grand Challenges
Derivative Free
Top Venues
CoRR
MLCAD
Br. J. Educ. Technol.
ICML
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Publications
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Brian Irwin
,
Sebastian Reich
EnKSGD: A Class of Preconditioned Black Box Optimization and Inversion Algorithms.
SIAM J. Sci. Comput.
46 (3) (2024)
Brian Irwin
,
Eldad Haber
,
Raviv Gal
,
Avi Ziv
Neural Network Accelerated Implicit Filtering: Integrating Neural Network Surrogates With Provably Convergent Derivative Free Optimization Methods.
ICML
(2023)
Brian Irwin
,
Sebastian Reich
EnKSGD: A Class Of Preconditioned Black Box Optimization And Inversion Algorithms.
CoRR
(2023)
Brian Irwin
,
Eldad Haber
Secant penalized BFGS: a noise robust quasi-Newton method via penalizing the secant condition.
Comput. Optim. Appl.
84 (3) (2023)
Raviv Gal
,
Eldad Haber
,
Brian Irwin
,
Marwa Mouallem
,
Bilal Saleh
,
Avi Ziv
Using Deep Neural Networks And Derivative Free Optimization To Accelerate Coverage Closure.
MLCAD
(2021)
Raviv Gal
,
Eldad Haber
,
Wesam Ibraheem
,
Brian Irwin
,
Ziv Nevo
,
Avi Ziv
Automatic Scalable System for the Coverage-Directed Generation (CDG) Problem.
DATE
(2021)
Brian Irwin
,
Eldad Haber
,
Raviv Gal
,
Avi Ziv
Deep Neural Network Accelerated Implicit Filtering.
CoRR
(2021)
Brian Irwin
,
Eldad Haber
Secant Penalized BFGS: A Noise Robust Quasi-Newton Method Via Penalizing The Secant Condition.
CoRR
(2020)
Raviv Gal
,
Eldad Haber
,
Brian Irwin
,
Bilal Saleh
,
Avi Ziv
How To Catch A Lion In The Desert - On The Solution Of The Coverage Directed Generation (CDG) Problem.
CoRR
(2019)
Ian Glover
,
Stuart Hepplestone
,
Helen J. Parkin
,
Helen Rodger
,
Brian Irwin
Pedagogy first: Realising technology enhanced learning by focusing on teaching practice.
Br. J. Educ. Technol.
47 (5) (2016)