Sonali Parbhoo
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
10
Venues
6
Active years
2016–2025
Best venue rank
A*
Where they publish
Papers
10 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | AISTATS | Do Regularization Methods for Shortcut Mitigation Work As Intended? | Haoyang Hong, Ioanna Papanikolaou, Sonali Parbhoo |
| 2025 | AISTATS | Decision-Point Guided Safe Policy Improvement. | Abhishek Sharma, Leo Benac, Sonali Parbhoo, Finale Doshi-Velez |
| 2025 | IUI | User Studies in Human-Feature-Integration. | Yixin Li, Lucas Lefebvre, Sonali Parbhoo, Finale Doshi-Velez, Isaac Lage |
| 2023 | ICML | The Unintended Consequences of Discount Regularization: Improving Regularization in Certainty Equivalence Reinforcement Learning. | Sarah Rathnam, Sonali Parbhoo, Weiwei Pan, Susan A. Murphy, Finale Doshi-Velez |
| 2021 | AMIA | Learning Predictive and Interpretable Timeseries Summaries from ICU Data. | Nari Johnson, Sonali Parbhoo, Andrew Slavin Ross, Finale Doshi-Velez |
| 2020 | AAAI | Regional Tree Regularization for Interpretability in Deep Neural Networks. | Mike Wu, Sonali Parbhoo, Michael C. Hughes, Ryan Kindle, Leo A. Celi, Maurizio Zazzi, Volker Roth, Finale Doshi-Velez |
| 2020 | ICML | Interpretable Off-Policy Evaluation in Reinforcement Learning by Highlighting Influential Transitions. | Omer Gottesman, Joseph Futoma, Yao Liu, Sonali Parbhoo, Leo A. Celi, Emma Brunskill, Finale Doshi-Velez |
| 2019 | CVPR | Greedy Structure Learning of Hierarchical Compositional Models. | Adam Kortylewski, Aleksander Wieczorek, Mario Wieser, Clemens Blumer, Sonali Parbhoo, Andreas Morel-Forster, Volker Roth, Thomas Vetter |
| 2018 | AAAI | Beyond Sparsity: Tree Regularization of Deep Models for Interpretability. | Mike Wu, Michael C. Hughes, Sonali Parbhoo, Maurizio Zazzi, Volker Roth, Finale Doshi-Velez |
| 2016 | AISTATS | Bayesian Markov Blanket Estimation. | Dinu Kaufmann, Sonali Parbhoo, Aleksander Wieczorek, Sebastian Keller, David Adametz, Volker Roth |