Trust Regions for Explanations via Black-Box Probabilistic Certification
- Amit Dhurandhar
- Swagatam Haldar
- et al.
- 2024
- ICML 2024
Publications
27 results for Karthikeyan Natesan Ramamurthy
Cookie Consent Has Disparate Impact on Estimation Accuracy
- Erik Miehling
- Rahul Nair
- et al.
- 2023
- NeurIPS 2023
Locally Invariant Explanations: Towards Stable and Unidirectional Explanations through Local Invariant Learning
- 2023
- NeurIPS 2023
The Impact of Positional Encoding on Length Generalization in Transformers
- Amirhossein Kazemnejad
- Inkit Padhi
- et al.
- 2023
- NeurIPS 2023
Equi-Tuning: Group Equivariant Fine-Tuning of Pretrained Models
- Sourya Basu
- Prasanna Sattigeri
- et al.
- 2023
- AAAI 2023
Your Fairness May Vary: Pretrained Language Model Fairness in Toxic Text Classification
- Ioana Baldini Soares
- Dennis Wei
- et al.
- 2022
- ACL 2022
Topological Deep Learning
- Mustafa Hajij
- Karthikeyan Natesan Ramamurthy
- et al.
- 2021
- NeurIPS 2021
Ground-Truth, Whose Truth? - Examining the Challenges with Annotating Toxic Text Datasets
- Kofi Arhin
- Ioana Baldini Soares
- et al.
- 2021
- NeurIPS 2021
Conditionally Independent Data Generation
- Kartik Ahuja
- Prasanna Sattigeri
- et al.
- 2021
- UAI 2021
Model Agnostic Multilevel Explanations
- Karthikeyan Natesan Ramamurthy
- Bhanukiran Vinzamuri
- et al.
- 2020
- NeurIPS 2020