Publications

(2022). Data-IQ: Characterizing subgroups with heterogeneous outcomes in tabular data. In NeurIPS 2022.

Cite Project

(2022). Benchmarking Heterogeneous Treatment Effect Models through the Lens of Interpretability. NeurIPS 2022 Datasets and Benchmarks Track.

PDF Cite Project Project

(2022). Data-SUITE: Data-centric identification of in-distribution incongruous examples. In ICML 2022.

PDF Cite Project

(2022). DAUX: a Density-based Approach for Uncertainty eXplanations. In ICML 2022 DFUQ Workshop.

PDF Cite Project Project

(2021). Explaining Latent Representations with a Corpus of Examples. In NeurIPS 2021.

PDF Cite Code Project Video

(2021). Explaining Time Series Predictions with Dynamic Masks. In ICML 2021.

PDF Cite Code Project Video

(2020). Learning outside the black-box: the pursuit of interpretable models. In NeurIPS 2020.

PDF Cite Code Project Video