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physics.data-an2026
The Greedy Bump Bias: Local Profiling Geometry and the Look-Elsewhere Effect
Tommaso Dorigo
When fitting a localized signal whose position or shape is not known in advance, one typically allows these parameters to vary together with the signal amplitude and chooses the va…
physics.data-an2026
Learning the Standard Model Manifold: Bayesian Latent Diffusion for Collider Anomaly Detection
Jigar Patel, Tommaso Dorigo
We propose a physics-informed anomaly detection framework for collider data based on a Bayesian latent diffusion model. Our method combines a probabilistic encoder with diffusion d…