2 papers
stat.ML2026
Uncertainty-Aware Multimodal Learning via Conformal Shapley Intervals
Mathew Chandy, Michael Johnson, Judong Shen +4
Multimodal learning combines information from multiple data modalities to improve predictive performance. However, modalities often contribute unequally and in a data dependent way…
stat.ME2025
Nonparametric Block Bootstrap Kolmogorov-Smirnov Goodness-of-Fit Test
Mathew Chandy, Elizabeth Schifano, Jun Yan +1
The Kolmogorov--Smirnov (KS) test is a widely used statistical test that assesses the conformity of a sample to a specified distribution. Its efficacy, however, diminishes with ser…