Gabriele Abbati

Publication Activity (10 Years)

Years Active: 2017-2020
Publications (10 Years): 9

Top Topics

Dynamical Systems

Locally Weighted

Aggregating Algorithm

Ordinal Regression

Top Venues

Publications

Philippe Wenk, Gabriele Abbati, Michael A. Osborne, Bernhard Schölkopf, Andreas Krause, Stefan Bauer
ODIN: ODE-Informed Regression for Parameter and State Inference in Time-Continuous Dynamical Systems. AAAI (2020)
Philippe Wenk, Gabriele Abbati, Stefan Bauer, Michael A. Osborne, Andreas Krause, Bernhard Schölkopf
ODIN: ODE-Informed Regression for Parameter and State Inference in Time-Continuous Dynamical Systems. CoRR (2019)
Gabriele Abbati, Philippe Wenk, Stefan Bauer, Michael A. Osborne, Andreas Krause, Bernhard Schölkopf
AReS and MaRS - Adversarial and MMD-Minimizing Regression for SDEs. CoRR (2019)
Francesco Locatello, Gabriele Abbati, Thomas Rainforth, Stefan Bauer, Bernhard Schölkopf, Olivier Bachem
On the Fairness of Disentangled Representations. NeurIPS (2019)
Gabriele Abbati, Philippe Wenk, Michael A. Osborne, Andreas Krause, Bernhard Schölkopf, Stefan Bauer
AReS and MaRS Adversarial and MMD-Minimizing Regression for SDEs. ICML (2019)
Francesco Locatello, Gabriele Abbati, Tom Rainforth, Stefan Bauer, Bernhard Schölkopf, Olivier Bachem
On the Fairness of Disentangled Representations. CoRR (2019)
Bernardo Pérez Orozco, Gabriele Abbati, Stephen J. Roberts
MOrdReD: Memory-based Ordinal Regression Deep Neural Networks for Time Series Forecasting. CoRR (2018)
Gabriele Abbati, Alessandra Tosi, Michael A. Osborne, Seth R. Flaxman
AdaGeo: Adaptive Geometric Learning for Optimization and Sampling. AISTATS (2018)
Gabriele Abbati, Stefan Bauer, Sebastian Winklhofer, Peter J. Schüffler, Ulrike Held, Jakob M. Burgstaller, Johann Steurer, Joachim M. Buhmann
MRI-Based Surgical Planning for Lumbar Spinal Stenosis. MICCAI (3) (2017)