4 citations · 4 across the 2 of their papers we have counts for
2 papers
cs.LG2024
A Dynamical View of the Question of Why
Mehdi Fatemi, Sindhu Gowda
We address causal reasoning in multivariate time series data generated by stochastic processes. Existing approaches are largely restricted to static settings, ignoring the continui…
cs.LG2021★ 4 cited
Pulling Up by the Causal Bootstraps: Causal Data Augmentation for Pre-training Debiasing
Sindhu C. M. Gowda, Shalmali Joshi, Haoran Zhang +1
Machine learning models achieve state-of-the-art performance on many supervised learning tasks. However, prior evidence suggests that these models may learn to rely on shortcut bia…