Bayesian statistical inference
Publications
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Inferring correlated distributions: Boosted top jets
by Ezequiel Alvarez, Manuel Szewc, Alejandro Szynkman, Santiago Tanco, Tatiana Tarutina,
SciPost Phys. Core 8, 087 (2025) -
Generative unfolding with distribution mapping
by Anja Butter, Sascha Diefenbacher, Nathan Huetsch, Vinicius Mikuni, Benjamin Nachman, Sofia Palacios Schweitzer, Tilman Plehn,
SciPost Phys. 18, 200 (2025) -
The landscape of unfolding with machine learning
by Nathan Huetsch, Javier Mariño Villadamigo, Alexander Shmakov, Sascha Diefenbacher, Vinicius Mikuni, Theo Heimel, Michael Fenton, Kevin Greif, Benjamin Nachman, Daniel Whiteson, Anja Butter, Tilman Plehn,
SciPost Phys. 18, 070 (2025) -
Inferring flavor mixtures in multijet events
by Ezequiel Alvarez, Yuling Yao,
SciPost Phys. Core 7, 076 (2024) -
First-order transition in a model of prestige bias
by Brian Skinner,
SciPost Phys. 8, 030 (2020) -
Deep-learning jets with uncertainties and more
by Sven Bollweg, Manuel Haussmann, Gregor Kasieczka, Michel Luchmann, Tilman Plehn, Jennifer Thompson,
SciPost Phys. 8, 006 (2020) -
Constraining the SMEFT with Bayesian reweighting
by Samuel van Beek, Emanuele R. Nocera, Juan Rojo, Emma Slade,
SciPost Phys. 7, 070 (2019) -
On model selection in cosmology
by Martin Kerscher, Jochen Weller,
SciPost Phys. Lect. Notes 9 (2019) -
Improved pseudolikelihood regularization and decimation methods on non-linearly interacting systems with continuous variables
by Alessia Marruzzo, Payal Tyagi, Fabrizio Antenucci, Andrea Pagnani, Luca Leuzzi,
SciPost Phys. 5, 002 (2018)
Submissions (unpublished only)
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A Short Introduction to Cosmology and its Current Status
by Pedro G. Ferreira, Alexander Roskill
(submitted 2025-11-18 to SciPost Physics Lecture Notes) -
Theory-agnostic searches for non-gravitational modes in black hole ringdown
by Francesco Crescimbeni, Xisco Jimenez Forteza, Swetha Bhagwat, Julian Westerweck, Paolo Pani
(submitted 2025-11-13 to SciPost Physics) -
Modern Machine Learning and Particle Physics Phenomenology at the LHC
by Maria Ubiali
(submitted 2025-10-22 to SciPost Physics Proceedings) -
Graphical model for tensor factorization by sparse sampling
by Angelo Giorgio Cavaliere, Riki Nagasawa, Shuta Yokoi, Tomoyuki Obuchi, Hajime Yoshino
(submitted 2025-10-22 to SciPost Physics) -
Parallel Nested Slice Sampling for Gravitational Wave Parameter Estimation
by David Yallup, Metha Prathaban, James Alvey, Will Handley
(submitted 2025-09-30 to SciPost Physics Proceedings) -
Probing the Parameter Space of Axion-Like Particles Using Simulation-Based Inference
by Pooja Bhattacharjee, Christopher Eckner, Gabrijela Zaharijas, Gert Kluge, Giacomo D'Amico
(submitted 2025-09-26 to SciPost Physics Proceedings) -
Field-level inference in cosmology
by Florent Leclercq
(submitted 2025-09-08 to SciPost Physics Lecture Notes)
Top experts
- Alvarez, Prof. Ezequiel
- Antenucci, Dr Fabrizio
- Bollweg, Dr Sven
- Butter, Dr Anja
- Diefenbacher, Dr Sascha
- Fenton, Dr Michael James
- Greif, Mr Kevin Thomas
- Haussmann, Mr Manuel
- Heimel, Mr Theo
- Huetsch, Mr Nathan
- Kasieczka, Prof. Gregor
- Kerscher, Dr Martin
- Leuzzi, Dr Luca
- Luchmann, Mr Michel
- Mariño Villadamigo, Mr Javier
- Marruzzo, Dr Alessia
- Mikuni, Dr Vinicius
- Nachman, Dr Benjamin
- Nocera, Dr Emanuele Roberto
- Pagnani, Dr Andrea
- Palacios Schweitzer, Ms Sofia
- Plehn, Prof. Tilman
- Rojo, Dr Juan
- Shmakov, Dr Alexander
- Skinner, Prof. Brian
- Slade, Ms Emma
- Szewc, Dr Manuel
- Szynkman, Prof. Alejandro
- Tanco, Mr Santiago
- Tarutina, Dr Tatiana
- Thompson, Dr Jennifer
- Tyagi, Dr Payal
- Weller, Prof. Jochen
- Whiteson, Prof. Daniel
- Yao, Dr Yuling
- van Beek, Dr Samuel