Gabriele Abbati

According to our database, Gabriele Abbati authored at least 6 papers between 2017 and 2020.

Collaborative distances:

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

2020

ODIN: ODE-Informed Regression for Parameter and State Inference in Time-Continuous Dynamical Systems.

Philippe Wenk, Gabriele Abbati, Michael A. Osborne, Bernhard Schölkopf, Andreas Krause, Stefan Bauer

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

On the Fairness of Disentangled Representations.

Francesco Locatello, Gabriele Abbati, Thomas Rainforth, Stefan Bauer, Bernhard Schölkopf, Olivier Bachem

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

AReS and MaRS Adversarial and MMD-Minimizing Regression for SDEs.

Gabriele Abbati, Philippe Wenk, Michael A. Osborne, Andreas Krause, Bernhard Schölkopf, Stefan Bauer

Proceedings of the 36th International Conference on Machine Learning, 2019

2018

MOrdReD: Memory-based Ordinal Regression Deep Neural Networks for Time Series Forecasting.

Bernardo Pérez Orozco, Gabriele Abbati, Stephen J. Roberts

CoRR, 2018

AdaGeo: Adaptive Geometric Learning for Optimization and Sampling.

Gabriele Abbati, Alessandra Tosi, Michael A. Osborne, Seth R. Flaxman

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2017

MRI-Based Surgical Planning for Lumbar Spinal Stenosis.

Gabriele Abbati, Stefan Bauer, Sebastian Winklhofer, Peter J. Schüffler, Ulrike Held, Jakob M. Burgstaller, Johann Steurer, Joachim M. Buhmann

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017