Achim Streit

Full Professor, Karlsruhe Institute of Technology

Joined

February 2020

Names

Achim Streit (Preferred)

Emails

****@kit.edu (Confirmed)

Personal Links

Career & Education History

Full Professor

Karlsruhe Institute of Technology (kit.edu)

2010 – Present

PhD student

Universität Paderborn (uni-paderborn.de)

1999 – 2003

MS student

Technische Universität Dortmund (tu-dortmund.de)

1994 – 1999

Advisors, Relations & Conflicts

No relations added

Expertise

data analytics

2015 – Present

data management

2011 – Present

job scheduling

1999 – Present

distributed/grid computing

1999 – Present

HPC/supercomputing

1999 – Present

Publications

Scaling Laws of Distributed Random Forests
Katharina Flügel, Charlotte Debus, Markus Götz, Achim Streit, Marie Weiel
- Accepted by TMLR
- Readers: Everyone
Harnessing Orthogonality to Train Low-Rank Neural Networks
Daniel Coquelin, Katharina Flügel, Marie Weiel, Nicholas Kiefer, Charlotte Debus, Achim Streit, Markus Götz
- Submitted to ICLR 2024
- Readers: Everyone
Massively Parallel Genetic Optimization through Asynchronous Propagation of Populations
Oskar Taubert, Marie Weiel, Daniel Coquelin, Anis Farshian, Charlotte Debus, Alexander Schug, Achim Streit, Markus Götz
- 2023 (modified: 17 Apr 2023)
- CoRR 2023
- Readers: Everyone
Feed-Forward Optimization With Delayed Feedback for Neural Networks
Katharina Flügel, Daniel Coquelin, Marie Weiel, Charlotte Debus, Achim Streit, Markus Götz
- Published: 01 Jan 2023, Last Modified: 11 May 2023
- CoRR 2023
- Readers: Everyone
Hyde: The First Open-Source, Python-Based, Gpu-Accelerated Hyperspectral Denoising Package
Daniel Coquelin, Behnood Rasti, Markus Götz, Pedram Ghamisi, Richard Gloaguen, Achim Streit
- 2022 (modified: 17 Apr 2023)
- WHISPERS 2022
- Readers: Everyone
HyDe: The First Open-Source, Python-Based, GPU-Accelerated Hyperspectral Denoising Package
Daniel Coquelin, Behnood Rasti, Markus Götz, Pedram Ghamisi, Richard Gloaguen, Achim Streit
- 2022 (modified: 17 Apr 2023)
- CoRR 2022
- Readers: Everyone
Learning Tree Structures from Leaves For Particle Decay Reconstruction
James Kahn, Ilias Tsaklidis, Oskar Taubert, Lea Reuter, Giulio Dujany, Tobias Boeckh, Arthur Thaller, Pablo Goldenzweig, Florian Bernlochner, Achim Streit, Markus Götz
- 2022 (modified: 17 Apr 2023)
- CoRR 2022
- Readers: Everyone
Accelerating neural network training with distributed asynchronous and selective optimization (DASO)
Daniel Coquelin, Charlotte Debus, Markus Götz, Fabrice von der Lehr, James Kahn, Martin Siggel, Achim Streit
- 2022 (modified: 17 Apr 2023)
- J. Big Data 2022
- Readers: Everyone
Training Parameterized Quantum Circuits with Triplet Loss
Christof Wendenius, Eileen Kuehn, Achim Streit
- Published: 01 Jan 2022, Last Modified: 11 May 2023
- ECML/PKDD (5) 2022
- Readers: Everyone
Accelerating Neural Network Training with Distributed Asynchronous and Selective Optimization (DASO)
Daniel Coquelin, Charlotte Debus, Markus Götz, Fabrice von der Lehr, James Kahn, Martin Siggel, Achim Streit
- 2021 (modified: 29 Sept 2021)
- CoRR 2021
- Readers: Everyone

View all 136 publications

Co-Authors

View all 355 co-authors