#sensitivity analysis
7 papers match
Sensitivity and Differential Privacy in Metric Voting with Distortion below Three
Shinsaku Sakaue, Kaito Fujii, Soh Kumabe +1
The paper proposes randomized voting rules that achieve a metric distortion slightly below three while maintaining low worst‑case sensitivity and providing approximate differential…
Assessing the Impact of Instrumental Requirements on the Scientific Performance of the Einstein Telescope
Ulyana Dupletsa, Francesco Iacovelli, Mikhail Korobko +23
The paper evaluates how different design choices and noise characteristics of the Einstein Telescope affect its ability to detect and analyze various gravitational‑wave sources, us…
From Training to Deployment: Post-Hoc Causal Feature Identification via Sensitivity Ratios
Athanasios Vlontzos, Giorgos Papanastasiou, Bernhard Kainz +1
The paper proposes the Normalised Sensitivity Ratio (NSR), a post‑hoc, model‑agnostic method to distinguish causal from spurious features by comparing model sensitivity across envi…
Saturation Makes Quantization Error Additive: A Coverage Model with a Certificate
Joshua Hill
The paper demonstrates that for 4‑bit mixed‑precision quantization, the loss from quantizing a set of layers is largely additive across individual layers, and introduces a simple c…
Omitted variable bias sensitivity analysis with clustered treatment assignment
Anton Strezhnev
The paper examines how sensitivity analysis for omitted variable bias in linear regressions can give different results when treatment is clustered, and proposes corrections that al…
Multiple Vehicles and Traction Network Interaction System Stability Analysis and Oscillation Responsibility Identification
Xiangyu Meng, Qiao Zhang, Zhigang Liu +3
The paper presents a modeling approach that uses measured impedances to analyze stability and identify critical railway vehicles causing oscillations in the traction network, along…