Mads Toftrup

PhD student, Computer Science, Aarhus University

Joined

January 2023

Names

Mads Toftrup (Preferred)

Emails

****@cs.au.dk (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

PhD student

Computer Science, Aarhus University (cs.au.dk)

2021 – 2026

Advisors, Relations & Conflicts

Coauthor

Anima Anandkumar

2025 – 2026

Coauthor

Bowei Guo

2025 – 2026

Coauthor

Sebastian Loeschcke

2021 – 2026

Coauthor

Serge Belongie

2024 – 2025

Coauthor

Vésteinn Snæbjarnarson

2021 – 2025

PhD Advisor

Kasper Green Larsen

2021 – 2023

Expertise

No areas of expertise listed

Publications

M+Adam: Stable Low-Precision Training with Combined Adam--Madam Updates
Xiaoyuan Liang, Sebastian Loeschcke, Mads Toftrup, Anima Anandkumar
- NeurIPS 2025 Workshop
- Readers: Everyone
LoQT: Low Rank Adapters for Quantized Training
Sebastian Bugge Loeschcke, Mads Toftrup, Michael Kastoryano, Serge Belongie, Vésteinn Snæbjarnarson
- WANT@ICML 2024 Oral
- Readers: Everyone
LoQT: Low-Rank Adapters for Quantized Pretraining
Sebastian Bugge Loeschcke, Mads Toftrup, Michael Kastoryano, Serge Belongie, Vésteinn Snæbjarnarson
- NeurIPS 2024 poster
- Readers: Everyone
LoQT: Low Rank Adapters for Quantized Training
Sebastian Loeschcke, Mads Toftrup, Michael J. Kastoryano, Serge J. Belongie, Vésteinn Snæbjarnarson
- CoRR 2024
- Readers: Everyone
LoQT: Low-Rank Adapters for Quantized Pretraining
Sebastian Loeschcke, Mads Toftrup, Michael J. Kastoryano, Serge J. Belongie, Vésteinn Snæbjarnarson
- NeurIPS 2024
- Readers: Everyone
On Generalization Bounds for Projective Clustering
Maria Sofia Bucarelli, Matilde Fjeldsø Larsen, Chris Schwiegelshohn, Mads Toftrup
- NeurIPS 2023 poster
- Readers: Everyone
On Generalization Bounds for Projective Clustering
Maria Sofia Bucarelli, Matilde Fjeldsø Larsen, Chris Schwiegelshohn, Mads Toftrup
- NeurIPS 2023
- Readers: Everyone
A reproduction of Apple's bi-directional LSTM models for language identification in short strings
Mads Toftrup, Søren Asger Sørensen, Manuel R. Ciosici, Ira Assent
- CoRR 2021
- Readers: Everyone
A reproduction of Apple's bi-directional LSTM models for language identification in short strings
Mads Toftrup, Søren Asger Sørensen, Manuel R. Ciosici, Ira Assent
- Published: 01 Jan 2021, Last Modified: 19 Jun 2023
- EACL (Student Research Workshop) 2021
- Readers: Everyone

Mads Toftrup

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors