2 papers
cs.LG2025
Increasing Information Extraction in Low-Signal Regimes via Multiple Instance Learning
Atakan Azakli, Bernd Stelzer
In this work, we introduce a new information-theoretic perspective on Multiple Instance Learning (MIL) for parameter estimation with i.i.d. data, and show that MIL can outperform s…
physics.ins-det2024
Evolution of the electrical characteristics of the ATLAS18 ITk strip sensors with HL-LHC radiation exposure range
J. Fernandez-Tejero, E. Bach, V. Cindro +13
The objective of the study is to evaluate the evolution of the performance of the new ATLAS Inner-Tracker (ITk) strip sensors as a function of radiation exposure, to ensure the pro…