Umang Bhatt
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
25
Venues
12
Active years
2019–2025
Best venue rank
A*
Where they publish
Papers
25 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | AAAI | Learning Personalized Decision Support Policies. | Umang Bhatt, Valerie Chen, Katherine M. Collins, Parameswaran Kamalaruban, Emma Kallina, Adrian Weller, Ameet Talwalkar |
| 2025 | AIES | Towards Interactive Evaluations for Interaction Harms in Human-AI Systems. | Lujain Ibrahim, Saffron Huang, Lama Ahmad, Umang Bhatt, Markus Anderljung |
| 2025 | AIES | Documenting Deployment with Fabric: A Repository of Real-World AI Governance. | Mackenzie Jorgensen, Kendall Brogle, Katherine M. Collins, Lujain Ibrahim, Arina Shah, Petra Ivanovic, Noah Broestl, Gabriel Piles, Paul Dongha, Hatim Abdulhussein, Adrian Weller, Jillian Powers, Umang Bhatt |
| 2024 | CogSci | Comparing Abstraction in Humans and Machines Using Multimodal Serial Reproduction. | Sreejan Kumar, Raja Marjieh, Byron Zhang, Declan Campbell, Michael Y. Hu, Umang Bhatt, Brenden M. Lake, Tom Griffiths |
| 2023 | AAAI | Approximating Full Conformal Prediction at Scale via Influence Functions. | Javier Abad Martinez, Umang Bhatt, Adrian Weller, Giovanni Cherubin |
| 2023 | AAAI | Towards Robust Metrics for Concept Representation Evaluation. | Mateo Espinosa Zarlenga, Pietro Barbiero, Zohreh Shams, Dmitry Kazhdan, Umang Bhatt, Adrian Weller, Mateja Jamnik |
| 2023 | AIES | Human Uncertainty in Concept-Based AI Systems. | Katherine Maeve Collins, Matthew Barker, Mateo Espinosa Zarlenga, Naveen Raman, Umang Bhatt, Mateja Jamnik, Ilia Sucholutsky, Adrian Weller, Krishnamurthy Dvijotham |
| 2023 | AISTATS | Iterative Teaching by Data Hallucination. | Zeju Qiu, Weiyang Liu, Tim Z. Xiao, Zhen Liu, Umang Bhatt, Yucen Luo, Adrian Weller, Bernhard Schlkopf |
| 2023 | ICLR | GeValDi: Generative Validation of Discriminative Models. | Vivek Palaniappan, Matthew Ashman, Katherine M. Collins, Juyeon Heo, Adrian Weller, Umang Bhatt |
| 2023 | UAI | Human-in-the-Loop Mixup. | Katherine M. Collins, Umang Bhatt, Weiyang Liu, Vihari Piratla, Ilia Sucholutsky, Bradley C. Love, Adrian Weller |
| 2023 | UAI | On the informativeness of supervision signals. | Ilia Sucholutsky, Ruairidh M. Battleday, Katherine M. Collins, Raja Marjieh, Joshua C. Peterson, Pulkit Singh, Umang Bhatt, Nori Jacoby, Adrian Weller, Thomas L. Griffiths |
| 2022 | AAAI | On the Fairness of Causal Algorithmic Recourse. | Julius von Kgelgen, Amir-Hossein Karimi, Umang Bhatt, Isabel Valera, Adrian Weller, Bernhard Schlkopf |
| 2022 | AAAI | Diverse, Global and Amortised Counterfactual Explanations for Uncertainty Estimates. | Dan Ley, Umang Bhatt, Adrian Weller |
| 2022 | EMNLP | Uncertainty Quantification with Pre-trained Language Models: A Large-Scale Empirical Analysis. | Yuxin Xiao, Paul Pu Liang, Umang Bhatt, Willie Neiswanger, Ruslan Salakhutdinov, Louis-Philippe Morency |
| 2022 | HCOMP | Eliciting and Learning with Soft Labels from Every Annotator. | Katherine M. Collins, Umang Bhatt, Adrian Weller |
| 2022 | IJCAI | On the Utility of Prediction Sets in Human-AI Teams. | Varun Babbar, Umang Bhatt, Adrian Weller |
| 2021 | AAAI | FIMAP: Feature Importance by Minimal Adversarial Perturbation. | Matt Chapman-Rounds, Umang Bhatt, Erik Pazos, Marc-Andre Schulz, Konstantinos Georgatzis |
| 2021 | AIES | Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty. | Umang Bhatt, Javier Antorn, Yunfeng Zhang, Q. Vera Liao, Prasanna Sattigeri, Riccardo Fogliato, Gabrielle Gauthier Melanon, Ranganath Krishnan, Jason Stanley, Omesh Tickoo, Lama Nachman, Rumi Chunara, Madhulika Srikumar, Adrian Weller, Alice Xiang |
| 2021 | ICLR | Getting a CLUE: A Method for Explaining Uncertainty Estimates. | Javier Antorn, Umang Bhatt, Tameem Adel, Adrian Weller, Jos Miguel Hernndez-Lobato |
| 2020 | AAAI | You Shouldn't Trust Me: Learning Models Which Conceal Unfairness From Multiple Explanation Methods. | Botty Dimanov, Umang Bhatt, Mateja Jamnik, Adrian Weller |
| 2020 | ECAI | You Shouldn't Trust Me: Learning Models Which Conceal Unfairness from Multiple Explanation Methods. | Botty Dimanov, Umang Bhatt, Mateja Jamnik, Adrian Weller |
| 2020 | ICASSP | On Network Science and Mutual Information for Explaining Deep Neural Networks. | Brian Davis, Umang Bhatt, Kartikeya Bhardwaj, Radu Marculescu, Jos M. F. Moura |
| 2020 | IJCAI | Evaluating and Aggregating Feature-based Model Explanations. | Umang Bhatt, Adrian Weller, Jos M. F. Moura |
| 2019 | AAAI | Building Human-Machine Trust via Interpretability. | Umang Bhatt, Pradeep Ravikumar, Jos M. F. Moura |
| 2019 | RO-MAN | A Robot's Expressive Language Affects Human Strategy and Perceptions in a Competitive Game. | Aaron M. Roth, Samantha Reig, Umang Bhatt, Jonathan Shulgach, Tamara Amin, Afsaneh Doryab, Fei Fang, Manuela Veloso |