Sebastian Nowozin

On feature combination for multiclass object classification

Peter Gehler, Sebastian Nowozin · 2009 · 792 citations

Multiple Instance Learning, Engineering, Machine Learning +17

Can You Trust Your Model's Uncertainty? Evaluating Predictive Uncertainty Under Dataset Shift

Yaniv Ovadia, Emily Fertig, Jie Ren et al. · arXiv (Cornell University) · 2019 · 648 citations · Full text

Dataset Shift, Machine Learning, Engineering +24

f-GAN: Training Generative Neural Samplers using Variational Divergence Minimization

Sebastian Nowozin, Botond Cseke, Ryota Tomioka · arXiv (Cornell University) · 2016 · 635 citations · Full text

Variational Divergence Minimization, Engineering, Machine Learning +13

f-GAN: Training Generative Neural Samplers using Variational Divergence\n Minimization

Sebastian Nowozin, Botond Cseke, Ryota Tomioka · arXiv (Cornell University) · 2016 · 607 citations · Full text

Which Training Methods for GANs do actually Converge?

Lars Mescheder, Andreas Geiger, Sebastian Nowozin · arXiv (Cornell University) · 2018 · 606 citations · Full text

Generator Distributions, Generator Update, Machine Learning +13