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cs.DS2024★ 1 cited
Testing vs Estimation for Index-Invariant Properties in the Huge Object Model
Sourav Chakraborty, Eldar Fischer, Arijit Ghosh +3
The Huge Object model of property testing [Goldreich and Ron, TheoretiCS 23] concerns properties of distributions supported on , where is so large that even reading…
cs.LG2024
Testing Credibility of Public and Private Surveys through the Lens of Regression
Debabrota Basu, Sourav Chakraborty, Debarshi Chanda +3
Testing whether a sample survey is a credible representation of the population is an important question to ensure the validity of any downstream research. While this problem, in ge…
cs.CC2024
Structure of sparse Boolean functions over Abelian groups, and its application to testing
Sourav Chakraborty, Swarnalipa Datta, Pranjal Dutta +2
We study Fourier-sparse Boolean functions over general finite Abelian groups. A Boolean function is -sparse if it has at most non-zero Fourier coeffici…