Martin Gauch

PhD student, Johannes Kepler University Linz

Intern, Google Research

Joined

September 2021

Names

Martin Gauch (Preferred)

Emails

****@ml.jku.at (Confirmed)

****@uwaterloo.ca (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

PhD student

Johannes Kepler University Linz (jku.at)

Present

Intern

Google Research (research.google.com)

Present

MS student

University of Waterloo (cs.uwaterloo.ca)

2018 – 2020

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Conformal Prediction for Time Series with Modern Hopfield Networks
Andreas Auer, Martin Gauch, Daniel Klotz, Sepp Hochreiter
- NeurIPS 2023 poster
- Readers: Everyone
Conformal Prediction for Time Series with Modern Hopfield Networks
Andreas Auer, Martin Gauch, Daniel Klotz, Sepp Hochreiter
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- CoRR 2023
- Readers: Everyone
Few-Shot Learning by Dimensionality Reduction in Gradient Space
Martin Gauch, Maximilian Beck, Thomas Adler, Dmytro Kotsur, Stefan Fiel, Hamid Eghbal-zadeh, Johannes Brandstetter, Johannes Kofler, Markus Holzleitner, Werner Zellinger, Daniel Klotz, Sepp Hochreiter, Sebastian Lehner
- 2022 (modified: 17 Apr 2023)
- CoLLAs 2022
- Readers: Everyone
Few-Shot Learning by Dimensionality Reduction in Gradient Space
Martin Gauch, Maximilian Beck, Thomas Adler, Dmytro Kotsur, Stefan Fiel, Hamid Eghbal-zadeh, Johannes Brandstetter, Johannes Kofler, Markus Holzleitner, Werner Zellinger, Daniel Klotz, Sepp Hochreiter, Sebastian Lehner
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CoRR 2022
- Readers: Everyone
NeuralHydrology - A Python library for Deep Learning research in hydrology
Frederik Kratzert, Martin Gauch, Grey Nearing, Daniel Klotz
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- J. Open Source Softw. 2022
- Readers: Everyone
The proper care and feeding of CAMELS: How limited training data affects streamflow prediction
Martin Gauch, Juliane Mai, Jimmy Lin
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- Environ. Model. Softw. 2021
- Readers: Everyone
Rainfall-Runoff Prediction at Multiple Timescales with a Single Long Short-Term Memory Network
Martin Gauch, Frederik Kratzert, Daniel Klotz, Grey Nearing, Jimmy Lin, Sepp Hochreiter
- Published: 01 Jan 2020, Last Modified: 12 May 2023
- CoRR 2020
- Readers: Everyone
A Data Scientist's Guide to Streamflow Prediction
Martin Gauch, Jimmy Lin
- Published: 01 Jan 2020, Last Modified: 12 May 2023
- CoRR 2020
- Readers: Everyone
Uncertainty Estimation with Deep Learning for Rainfall-Runoff Modelling
Daniel Klotz, Frederik Kratzert, Martin Gauch, Alden Keefe Sampson, Günter Klambauer, Sepp Hochreiter, Grey Nearing
- Published: 01 Jan 2020, Last Modified: 12 May 2023
- CoRR 2020
- Readers: Everyone
An Open-Source Interface to the Canadian Surface Prediction Archive
Martin Gauch, James Bai, Juliane Mai, Jimmy Lin
- Published: 01 Jan 2020, Last Modified: 12 May 2023
- JCDL 2020
- Readers: Everyone

View all 12 publications