Dominik Marek Loroch

According to our database, Dominik Marek Loroch authored at least 4 papers between 2017 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2021

SEC-Learn: Sensor Edge Cloud for Federated Learning - Invited Paper.

Patrick Aichroth, Christoph Antes, Pierre Gembatzka, Holger Graf, David S. Johnson, Matthias Jung, Thomas Kämpfe, Thomas Kleinberger, Thomas Köllmer, Thomas Kuhn, Christoph Kutter, Jens Krüger, Dominik Marek Loroch, Hanna M. Lukashevich, Nellie Laleni, Lei Zhang, Johannes Leugering, Rodrigo Martín Fernández, Loreto Mateu, Shaown Mojumder, Benjamin Prautsch, Ferdinand Pscheidl, Karsten Roscher, Sören Schneickert, Frank Vanselow, Paul Wallbott, Oliver Walter, Nico Weber

Proceedings of the Embedded Computer Systems: Architectures, Modeling, and Simulation, 2021

HALF: Holistic Auto Machine Learning for FPGAs.

Jonas Ney, Dominik Marek Loroch, Vladimir Rybalkin, Nico Weber, Jens Krüger, Norbert Wehn

Proceedings of the 31st International Conference on Field-Programmable Logic and Applications, 2021

2018

Sparsity in Deep Neural Networks - An Empirical Investigation with TensorQuant.

Dominik Marek Loroch, Franz-Josef Pfreundt, Norbert Wehn, Janis Keuper

Proceedings of the ECML PKDD 2018 Workshops, 2018

2017

TensorQuant: A Simulation Toolbox for Deep Neural Network Quantization.

Dominik Marek Loroch, Franz-Josef Pfreundt, Norbert Wehn, Janis Keuper

Proceedings of the Machine Learning on HPC Environments, 2017