Publications

(2024). Stochastic Concept Bottleneck Models. Advances in Neural Information Processing Systems 37 (NeurIPS 2024).
(2024). Beyond Concept Bottleneck Models: How to Make Black Boxes Intervenable?. Advances in Neural Information Processing Systems 37 (NeurIPS 2024).
(2024). scTree: Discovering Cellular Hierarchies in the Presence of Batch Effects in scRNA-seq Data. Oral @ Efficient Foundation Models for Biological Discovery Workshop at ICML 2024.
(2024). Structured Generations: Using Hierarchical Clusters to guide Diffusion Models. ICML 2024 Workshop on Structured Probabilistic Inference & Generative Modeling.
(2023). Tree Variational Autoencoders. Spotlight @ Advances in Neural Information Processing Systems 36 (NeurIPS 2023).
(2023). This Reads Like That: Deep Learning for Interpretable Natural Language Processing. Empirical Methods in Natural Language Processing.
(2023). Signal Is Harder To Learn Than Bias: Debiasing with Focal Loss. Spotlight @ Domain Generalization Workshop at ICLR 2023.
(2022). Two decades of active surveillance for prostate cancer in a single-center cohort: favorable outcomes after transurethral resection of the prostate. Cancers.