Publications

This is our catalog of recent publications authored by IBM researchers, in collaboration with the global research community. We’re currently adding our back catalog of more than 110,000 publications. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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13 results for Karthikeyan Natesan Ramamurthy

Model Agnostic Multilevel Explanations
- - Karthikeyan Natesan Ramamurthy
  - Bhanukiran Vinzamuri
  - et al.
- 2020
- NeurIPS 2020
Finding the Homology of Decision Boundaries with Active Learning
- - Weizhi Li
  - Gautam Dasarathy
  - et al.
- 2020
- NeurIPS 2020
Model Agnostic Learning of Multilevel Explanations
- - Karthikeyan Natesan Ramamurthy
  - Bhanu Vinzamuri
  - et al.
- 2020
- NeurIPS 2020
Bridging Mode Connectivity in Loss Landscapes and Adversarial Robustness
- - Pu Zhao
  - Pin-Yu Chen
  - et al.
- 2020
- ICLR 2020
Is this the Right Neighborhood? Accurate and Query Efficient Model Agnostic Explanations
- - Amit Dhurandhar
  - Karthikeyan Natesan Ramamurthy
  - et al.
- 2022
- NeurIPS 2022
Characterizing the Latent Space of Molecular Deep Generative Models with Persistent Homology Metrics
- - Yair Schiff
  - Payel Das
  - et al.
- 2020
- NeurIPS 2020
Comparing Fisher Information Regularization with Distillation for DNN Quantization
- - Prad Kadambi
  - Karthikeyan Natesan Ramamurthy
  - et al.
- 2020
- NeurIPS 2020
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
Your Fairness May Vary: Pretrained Language Model Fairness in Toxic Text Classification
- - Ioana Baldini Soares
  - Dennis Wei
  - et al.
- 2022
- ACL 2022