Sebastian Pina-Otey

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 5

Top Topics

Machine Learning

Maximum Likelihood

Top Venues

Publications

Atul Kumar Sinha, Daniele Paliotta, Bálint Máté, Sebastian Pina-Otey, John A. Raine, Tobias Golling, François Fleuret
SUPA: A Lightweight Diagnostic Simulator for Machine Learning in Particle Physics. CoRR (2022)
Samuel Klein, John A. Raine, Sebastian Pina-Otey, Slava Voloshynovskiy, Tobias Golling
Funnels: Exact maximum likelihood with dimensionality reduction. CoRR (2021)
Sebastian Pina-Otey, Federico Sánchez, Vicens Gaitan
Likelihood-free inference of experimental Neutrino Oscillations using Neural Spline Flows. CoRR (2020)
Sebastian Pina-Otey, Federico Sánchez, Thorsten Lux, Vicens Gaitan
Exhaustive Neural Importance Sampling applied to Monte Carlo event generation. CoRR (2020)
Sebastian Pina-Otey, Thorsten Lux, Federico Sánchez, Vicens Gaitan
Efficient sampling generation from explicit densities via Normalizing Flows. CoRR (2020)