5 papers
Frequentist Uncertainties on Neural Density Ratios with wifi Ensembles
Sean Benevedes, Jesse Thaler
We introduce wifi ensembles as a novel framework to obtain asymptotic frequentist uncertainties on density ratios, with a particular focus on neural ratio estimation in the context…
QCD Theory meets Information Theory
Benoît Assi, Stefan Höche, Kyle Lee +1
We present a novel technique to incorporate precision calculations from quantum chromodynamics into fully differential particle-level Monte-Carlo simulations. By minimizing an info…
New Angles on Energy Correlators
Samuel Alipour-fard, Ankita Budhraja, Jesse Thaler +1
Energy correlators have recently come to the forefront of jet substructure studies at colliders due to their remarkable properties: they naturally separate physics at different sca…
Flavor Patterns of Fundamental Particles from Quantum Entanglement?
Jesse Thaler, Sokratis Trifinopoulos
The Cabibbo-Kobayashi-Maskawa (CKM) matrix, which controls flavor mixing between the three generations of quark fermions, is a key input to the Standard Model of particle physics.…
Moment Unfolding
Krish Desai, Benjamin Nachman, Jesse Thaler
Deconvolving ("unfolding'') detector distortions is a critical step in the comparison of cross section measurements with theoretical predictions in particle and nuclear physics. Ho…