2 papers
cs.LG2025
Data Reliability Scoring
Yiling Chen, Shi Feng, Paul Kattuman +1
How can we assess the reliability of a dataset without access to ground truth? We introduce the problem of reliability scoring for datasets collected from potentially strategic sou…
econ.EM2021
Robust Inference on Income Inequality: -Statistic Based Approaches
Rustam Ibragimov, Paul Kattuman, Anton Skrobotov
Empirical analyses on income and wealth inequality and those in other fields in economics and finance often face the difficulty that the data is heterogeneous, heavy-tailed or corr…