On the fairness of disentangled representations F Locatello, G Abbati, T Rainforth, S Bauer, B Schölkopf, O Bachem Advances in neural information processing systems 32, 2019 | 225 | 2019 |
Odin: Ode-informed regression for parameter and state inference in time-continuous dynamical systems P Wenk, G Abbati, MA Osborne, B Schölkopf, A Krause, S Bauer Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 6364-6371, 2020 | 30 | 2020 |
Computing the force distribution on the surface of complex, deforming geometries using vortex methods and brinkman penalization S Verma, G Abbati, G Novati, P Koumoutsakos International Journal for Numerical Methods in Fluids 85 (8), 484-501, 2017 | 23 | 2017 |
Mordred: Memory-based ordinal regression deep neural networks for time series forecasting BP Orozco, G Abbati, S Roberts arXiv preprint arXiv:1803.09704, 2018 | 17 | 2018 |
AReS and MaRS-Adversarial and MMD-Minimizing Regression for SDEs G Abbati, P Wenk, MA Osborne, A Krause, B Schölkopf, S Bauer Proceedings of the 36th International Conference on Machine Learning 97, 1--10, 2019 | 14 | 2019 |
Adageo: Adaptive geometric learning for optimization and sampling G Abbati, A Tosi, M Osborne, S Flaxman International conference on artificial intelligence and statistics, 226-234, 2018 | 14 | 2018 |
MRI-based surgical planning for lumbar spinal stenosis G Abbati, S Bauer, S Winklhofer, PJ Schüffler, U Held, JM Burgstaller, ... Medical Image Computing and Computer Assisted Intervention− MICCAI 2017 …, 2017 | 7 | 2017 |
Learning probabilistic representations for inference, training and interpretability G Abbati University of Oxford, 2020 | | 2020 |
MOrdReD: Memory-based Ordinal Regression Deep Neural Networks for Time Series Forecasting B Pérez Orozco, G Abbati, S Roberts arXiv e-prints, arXiv: 1803.09704, 2018 | | 2018 |
Synchronized Swimming of Two Fish P Koumoutsakos, G Novati, G Abbati, B Hejazialhosseini, W van Rees APS Division of Fluid Dynamics Meeting Abstracts, G27. 004, 2015 | | 2015 |
Surface-forces on deforming geometries using Vortex Methods and Brinkman penalization S Verma, G Abbati, P Koumoutsakos | | |