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 (MICCAI (3), 2017)

AdaGeo: Adaptive Geometric Learning for Optimization and Sampling. - Gabriele Abbati; Alessandra Tosi; Michael A. Osborne; Seth R. Flaxman (AISTATS, 2018)

MOrdReD: Memory-based Ordinal Regression Deep Neural Networks for Time Series Forecasting. - Bernardo Pérez Orozco; Gabriele Abbati; Stephen J. Roberts (CoRR, 2018)

AReS and MaRS Adversarial and MMD-Minimizing Regression for SDEs. - Gabriele Abbati; Philippe Wenk; Michael A. Osborne; Andreas Krause 001; Bernhard Schölkopf; Stefan Bauer (ICML, 2019)

On the Fairness of Disentangled Representations. - Francesco Locatello; Gabriele Abbati; Thomas Rainforth; Stefan Bauer; Bernhard Schölkopf; Olivier Bachem (NeurIPS, 2019)

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 001; Stefan Bauer (AAAI, 2020)