Nowozin, Sebastian

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

Nowozin, S., Cseke, B., & Tomioka, R. (2016) · arXiv

Generative Adversarial Networks and Image SynthesisAdversarial Robustness in Machine Learning

Cited by 1,183

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

Ovadia, Y., Fertig, E., Ren, J., Nado, Z., Sculley, D., Nowozin, S., Dillon, J. V., Lakshminarayanan, B., & Snoek, J. (2019) · arXiv

Adversarial Robustness in Machine LearningGaussian Processes and Bayesian Inference

Cited by 989

On feature combination for multiclass object classification

Gehler, P., & Nowozin, S. (2009) · 2009 IEEE 12th International Conference on Computer Vision

Advanced Image and Video Retrieval TechniquesImage Retrieval and Classification Techniques

Cited by 797

PixelDefend: Leveraging Generative Models to Understand and Defend against Adversarial Examples

Song, Y., Kim, T., Nowozin, S., Ermon, S., & Kushman, N. (2017) · arXiv

Adversarial Robustness in Machine LearningDigital Media Forensic Detection

Cited by 562

Meta-Learning Probabilistic Inference For Prediction

Gordon, J., Bronskill, J., Bauer, M., Nowozin, S., & Turner, R. E. (2018) · Apollo - University of Cambridge Repository

Domain Adaptation and Few-Shot LearningMachine Learning and Algorithms

Cited by 121

Laser writing in glass for dense, fast and efficient archival data storage

Microsoft Research Project Silica Team, Allison, J., Anderson, P., Aranas, E., Assaf, Y., Black, R., Caballero, M., Canakci, B., Chattaway, J. A., Chatzieleftheriou, A., et al. (2026) · Nature

Laser Material Processing TechniquesPhase-change materials and chalcogenides

Cited by 25

AlphaEvolve: A coding agent for scientific and algorithmic discovery

Novikov, A., Vũ, N., Eisenberger, M., Dupont, E., Huang, P.-S., Wagner, A. Z., Shirobokov, S., Kozlovskii, B., Ruiz, F. J. R., Mehrabian, A., et al. (2025) · arXiv

Evolutionary Algorithms and ApplicationsSoftware Engineering Research

Cited by 15

Project Silica: Towards Sustainable Cloud Archival Storage in Glass

Anderson, P., Aranas, E., Assaf, Y., Behrendt, R., Black, R., Caballero, M., Cameron, P., Canakci, B., Chatzieleftheriou, A., Clarke, R., et al. (2025) · ACM Transactions on Storage

Advanced Data Storage TechnologiesCloud Computing and Resource Management

Cited by 13