3 papers
quant-ph2025
Further Statistical Study of NISQ Experiments
Gil Kalai, Tomer Shoham, Carsten Voelkmann
We revisit and extend some topics that we studied in our previous works (Rinott, Kalai and Shoham 2022; Kalai, Rinott and Shoham, 2023,2024) regarding the Google 2019 "quantum supr…
stat.ML2025
Differentially private ratio statistics
Tomer Shoham, Katrina Ligettt
Ratio statistics--such as relative risk and odds ratios--play a central role in hypothesis testing, model evaluation, and decision-making across many areas of machine learning, inc…
cs.CR2021
Adjusting Queries to Statistical Procedures Under Differential Privacy
Tomer Shoham, Yosef Rinott
We consider a dataset held by an agency, and a vector query of interest, , to be posed by an analyst, which contains the information required for certain…