Matthias Reisser

Senior Engineer, Qualcomm Inc, QualComm

Joined

December 2017

Names

Matthias Reisser

Emails

****@gmail.com (Confirmed)

****@uva.nl (Confirmed)

****@qti.qualcomm.com (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

Senior Engineer

Qualcomm Inc, QualComm (qti.qualcomm.com)

2020 – Present

PhD student

University of Amsterdam (uva.nl)

2015 – 2020

Advisors, Relations & Conflicts

PhD Advisor

Max Welling

2015 – 2019

Expertise

No areas of expertise listed

Publications

Hollowed Net for On-Device Personalization of Text-to-Image Diffusion Models
Wonguk Cho, Seokeon Choi, Debasmit Das, Matthias Reisser, Taesup Kim, Sungrack Yun, Fatih Porikli
- NeurIPS 2024 poster
- Readers: Everyone
A Mutual Information Perspective on Federated Contrastive Learning
Christos Louizos, Matthias Reisser, Denis Korzhenkov
- ICLR 2024 spotlight
- Readers: Everyone
Quantization Robust Federated Learning for Efficient Inference on Heterogeneous Devices
Kartik Gupta, Marios Fournarakis, Matthias Reisser, Christos Louizos, Markus Nagel
- Accepted by TMLR
- Readers: Everyone
Hyperparameter Optimization through Neural Network Partitioning
Bruno Mlodozeniec, Matthias Reisser, Christos Louizos
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- CoRR 2023
- Readers: Everyone
Decentralized Learning with Random Walks and Communication-Efficient Adaptive Optimization
Aleksei Triastcyn, Matthias Reisser, Christos Louizos
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- FL-NeurIPS 2022 Poster
- Readers: Everyone
Hyperparameter Optimization through Neural Network Partitioning
Bruno Kacper Mlodozeniec, Matthias Reisser, Christos Louizos
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- ICLR 2023 poster
- Readers: Everyone
Quantization Robust Federated Learning for Efficient Inference on Heterogeneous Devices
Kartik Gupta, Marios Fournarakis, Matthias Reisser, Christos Louizos, Markus Nagel
- 2022 (modified: 17 Apr 2023)
- CoRR 2022
- Readers: Everyone
DP-REC: Private & Communication-Efficient Federated Learning
Aleksei Triastcyn, Matthias Reisser, Christos Louizos
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Submitted
- Readers: Everyone
DP-REC: Private & Communication-Efficient Federated Learning
Aleksei Triastcyn, Matthias Reisser, Christos Louizos
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- CoRR 2021
- Readers: Everyone
Federated Mixture of Experts
Matthias Reisser, Christos Louizos, Efstratios Gavves, Max Welling
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- CoRR 2021
- Readers: Everyone

View all 18 publications

Co-Authors

View all 26 co-authors