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Jack William Miller
Chief Technology Officer, HelmGuard AI
Joined
September 2022
Names
Jack William Miller
(Preferred)
,
Jack W. Miller
Emails
****@anu.edu.au
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Semantic Scholar
Career & Education History
Chief Technology Officer
HelmGuard AI
(helmguard.ai)
2024
–
Present
Research Assistant
School of Computing,
Australian National University
(anu.edu.au)
2023
–
2024
Undergrad student
Australian National University
(anu.edu.au)
2021
–
2024
Developer and Researcher
QDX
(qdx.co)
2023
–
2023
Undergrad student
ETHZ - ETH Zurich
(eth.edu)
2023
–
2023
Developer
Engineroom.io
(engineroom.io)
2021
–
2022
Research Assistant
Institute for Climate, Energy and Disaster Solutions,
Australian National University
(anu.edu.au)
2021
–
2022
Advisors, Relations & Conflicts
Coauthor
Noam Itzhak Levi
2024
–
2024
Coauthor
Fazl Barez
2024
–
2024
Coauthor
Patrick Joseph Gleeson
2023
–
2024
Coauthor
Ioana Ciuca
2023
–
2024
Coauthor
Yuan-Sen Ting
2023
–
2024
Coauthor
Charles O'Neill
2022
–
2024
Coauthor
Thang D Bui
2022
–
2024
Coauthor
Omri Azencot
2022
–
2022
Coauthor
Navid Constantinou
2021
–
2022
Coauthor
Mark Howden
2021
–
2022
Coauthor
Roslyn Prinsley
2021
–
2022
Expertise
Science of Deep Learning
2023
–
2024
Large Language Models
2023
–
2024
Koopman Autoencoders
2022
–
2022
Deep Learning for Earth Systems
2021
–
2022
Cyclone Interventions
2021
–
2022
Publications
Temporal horizons in forecasting: a performance-learnability trade-off
Pau Vilimelis Aceituno
,
Jack William Miller
,
Noah Marti
,
Youssef Farag
,
Victor Boussange
Accepted by TMLR
Readers:
Everyone
Verification methods for international AI agreements
Akash Wasil
,
Thomas David Reed
,
Jack William Miller
,
Peter Barnett
RegML 2024
Readers:
Everyone
Grokking Beyond Neural Networks: An Empirical Exploration with Model Complexity
Jack William Miller
,
Charles O'Neill
,
Thang D Bui
Accepted by TMLR
Readers:
Everyone
AstroLLaMA: Towards Specialized Foundation Models in Astronomy
Tuan Dung Nguyen
,
Yuan-Sen Ting
,
Ioana Ciuca
,
Charlie O'Neill
,
Zechang Sun
,
Maja Jablonska
,
Sandor Kruk
,
Ernest Perkowski
,
Jack W. Miller
,
Jason Li
,
Josh Peek
,
Kartheik Iyer
,
Tomasz Rózanski
,
Pranav Khetarpal
,
Sharaf Zaman
,
David Brodrick
,
Sergio J. Rodríguez Méndez
,
Thang Bui
,
Alyssa Goodman
,
Alberto Accomazzi
et al. (4 additional authors not shown)
Published: 01 Jan 2023, Last Modified: 21 Feb 2024
CoRR 2023
Readers:
Everyone
Eigenvalue Initialisation and Regularisation for Koopman Autoencoders
Jack William Miller
,
Charles O'Neill
,
Navid C Constantinou
,
Omri Azencot
Published: 01 Feb 2023, Last Modified: 13 Feb 2023
Submitted to ICLR 2023
Readers:
Everyone
Co-Authors
Akash Wasil
Alberto Accomazzi
Alyssa Goodman
Charles O'Neill
Charlie O'Neill
David Brodrick
Ernest Perkowski
Ioana Ciuca
Jason Li
Jesse Cranney
Jill P. Naiman
Josh Peek
Kartheik Iyer
Kevin Schawinski
Maja Jablonska
Navid C Constantinou
Noah Marti
Omri Azencot
Pau Vilimelis Aceituno
Peter Barnett
Pranav Khetarpal
Sandor Kruk
Sergio J. Rodríguez Méndez
Sharaf Zaman
Thang Bui
View all 34 co-authors