Tag: Uncertainty quantification
Glitches can mildly bias EMRI inference in LISA
What the study found Streams of transient, non-Gaussian noise artifacts called glitches can bias inference for extreme mass ratio inspirals (EMRIs) in the Laser Interferometer Space Antenna (LISA), but the effect is relatively small when the glitches are moderately mitigated. The study found that EMRI inference is more robust to glitches than inference for some…
Mandatory emissions disclosure is feasible for AI research venues
Feasibility analysis of mandatory emissions disclosure for AI research using tiered policies and Monte-Carlo simulation, demonstrating high coverage with minimal operational burden on research venues.
