Hans Arno Jacobsen

Full Professor, Electrical and Computer Engineering, University of Toronto

Joined

June 2023

Names

Hans Arno Jacobsen (Preferred)

Emails

****@eecg.toronto.edu (Confirmed)

,

****@eecg.utoronto.ca

,

****@gmail.com

Personal Links

Semantic Scholar

Career & Education History

Full Professor

Electrical and Computer Engineering, University of Toronto (utoronto.ca)

2001 – Present

Advisors, Relations & Conflicts

PhD Advisor

Oliver Guenther

1998 – 2000

Expertise

No areas of expertise listed

Publications

MAR-FL: A Communication Efficient Peer-to-Peer Federated Learning System
Felix Mulitze, Herbert Woisetschläger, Hans Arno Jacobsen
- AI4NextG @ NeurIPS 25 Poster
- Readers: Everyone
Federated Learning is Needed to Overcome Key Challenges Arising from the European Union AI Act
Herbert Woisetschläger, Alexander Erben, Bill Marino, Shiqiang Wang, Nicholas D. Lane, Ruben Mayer, Hans Arno Jacobsen
- Submitted to NeurIPS 2025 Position Paper Track
- Readers: Everyone
MESS+: Dynamically Learned Inference-Time LLM Routing in Model Zoos with Service Level Guarantees
Herbert Woisetschläger, Ryan Zhang, Shiqiang Wang, Hans Arno Jacobsen
- NeurIPS 2025 poster
- Readers: Everyone
MESS+: Energy-Optimal Inferencing in Language Model Zoos with Service Level Guarantees
Ryan Zhang, Herbert Woisetschläger, Shiqiang Wang, Hans Arno Jacobsen
- AFM 2024 Poster
- Readers: Everyone
Dynamic Loss-Based Sample Reweighting for Improved Large Language Model Pretraining
Daouda Sow, Herbert Woisetschläger, Saikiran Bulusu, Shiqiang Wang, Hans Arno Jacobsen, Yingbin Liang
- ICLR 2025 Poster
- Readers: Everyone
Multimodal Physiological Signals Representation Learning via Multiscale Contrasting for Depression Recognition
Kai Shao, Rui Wang, yixue Hao, Long Hu, Min Chen, Hans Arno Jacobsen
- MM2024 Poster
- Readers: Everyone

Co-Authors