6 citations · 13 across the 7 of their papers we have counts for
7 papers · 1 filter
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…
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.…
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…
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…
Anomaly Detection in Collider Physics via Factorized Observables
Eric M. Metodiev, Jesse Thaler, Raymond Wynne
To maximize the discovery potential of high-energy colliders, experimental searches should be sensitive to unforeseen new physics scenarios. This goal has motivated the use of mach…