CURTAINs for your sliding window: constructing unobserved regions by transforming adjacent intervals JA Raine, S Klein, D Sengupta, T Golling Frontiers in big Data 6, 899345, 2023 | 34 | 2023 |
Flow-enhanced transportation for anomaly detection T Golling, S Klein, R Mastandrea, B Nachman Physical Review D 107 (9), 096025, 2023 | 31 | 2023 |
CURTAINs flows for flows: Constructing unobserved regions with maximum likelihood estimation D Sengupta, S Klein, JA Raine, T Golling arXiv preprint arXiv:2305.04646, 2023 | 24 | 2023 |
Masked Particle Modeling on Sets: Towards Self-Supervised High Energy Physics Foundation Models L Heinrich, M Kagan, S Klein, M Leigh, T Golling, JA Raine, M Osadchy arXiv preprint arXiv:2401.13537, 2024 | 10* | 2024 |
Flows for Flows: Training Normalizing Flows Between Arbitrary Distributions with Maximum Likelihood Estimation S Klein, JA Raine, T Golling arXiv preprint arXiv:2211.02487, 2022 | 9 | 2022 |
Decorrelation with conditional normalizing flows S Klein, T Golling arXiv preprint arXiv:2211.02486, 2022 | 6 | 2022 |
Improving new physics searches with diffusion models for event observables and jet constituents D Sengupta, M Leigh, JA Raine, S Klein, T Golling Journal of High Energy Physics 2024 (4), 1-32, 2024 | 5 | 2024 |
Funnels: Exact maximum likelihood with dimensionality reduction S Klein, JA Raine, S Pina-Otey, S Voloshynovskiy, T Golling arXiv preprint arXiv:2112.08069, 2021 | 4 | 2021 |
Flowification: Everything is a normalizing flow B Máté, S Klein, T Golling, F Fleuret Advances in Neural Information Processing Systems 35, 35478-35489, 2022 | 1 | 2022 |
Is Tokenization Needed for Masked Particle Modelling? M Leigh, S Klein, F Charton, T Golling, L Heinrich, M Kagan, I Ochoa, ... arXiv preprint arXiv:2409.12589, 2024 | | 2024 |
FETA: Flow-Enhanced Transportation for Anomaly Detection R Mastandrea, B Nachman, S Klein, T Golling APS April Meeting Abstracts 2023, N11. 001, 2023 | | 2023 |
Exact maximum likelihood with dimensionality reduction S Klein, JA Raine, S Pina-Otey, S Voloshynovskiy, T Golling | | |