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Samuel Klein
Samuel Klein
Verified email at unige.ch - Homepage
Title
Cited by
Cited by
Year
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
342023
Flow-enhanced transportation for anomaly detection
T Golling, S Klein, R Mastandrea, B Nachman
Physical Review D 107 (9), 096025, 2023
312023
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
242023
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
92022
Decorrelation with conditional normalizing flows
S Klein, T Golling
arXiv preprint arXiv:2211.02486, 2022
62022
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
52024
Funnels: Exact maximum likelihood with dimensionality reduction
S Klein, JA Raine, S Pina-Otey, S Voloshynovskiy, T Golling
arXiv preprint arXiv:2112.08069, 2021
42021
Flowification: Everything is a normalizing flow
B Máté, S Klein, T Golling, F Fleuret
Advances in Neural Information Processing Systems 35, 35478-35489, 2022
12022
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
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Articles 1–12