Final-Model-Only Data Attribution with a Unifying View of Gradient-Based Methods
- Dennis Wei
- Inkit Padhi
- et al.
- 2024
- NeurIPS 2024
Inkit Padhi
Publications
Value Alignment from Unstructured Text
- 2024
- NeurIPS 2024
Split, Unlearn, Merge: Leveraging Data Attributes for More Effective Unlearning in LLMs
- Swanand Ravindra Kadhe
- Farhan Ahmed
- et al.
- 2024
- ICML 2024
The Impact of Positional Encoding on Length Generalization in Transformers
- Amirhossein Kazemnejad
- Inkit Padhi
- et al.
- 2023
- NeurIPS 2023
Influence Based Approaches to Algorithmic Fairness: A Closer Look
- Soumya Ghosh
- Prasanna Sattigeri
- et al.
- 2023
- NeurIPS 2023
Reprogramming Pretrained Language Models for Antibody Sequence Infilling
- Igor Melnyk
- Vijil Chenthamarakshan
- et al.
- 2023
- ICML 2023
Accelerating material design with the generative toolkit for scientific discovery
- Matteo Manica
- Jannis Born
- et al.
- 2023
- npj Computational Materials
Explainable Cross-Topic Stance Detection for Search Results
- Tim Draws
- Karthikeyan Natesan Ramamurthy
- et al.
- 2023
- CHIIR 2023
Large-scale chemical language representations capture molecular structure and properties
- Jerret Ross
- Brian Belgodere
- et al.
- 2022
- Nature Machine Intelligence
Fair Infinitesimal Jackknife: Mitigating the Influence of Biased Training Data Points Without Refitting
- Prasanna Sattigeri
- Soumya Ghosh
- et al.
- 2022
- NeurIPS 2022
Patents
- US
- 12079730
- US
- 11829726
- CN
- ZL202010034449.5
- US
- 11645555
- US
- 11494802
- US
- 11481626
- US
- 11373760
- US
- 11189269
- US
- 11174289
- US
- 11093707
Blog posts
An AI foundation model that learns the grammar of molecules
NewsPayel Das, Youssef Mroueh, Inkit Padhi, Vijil Chenthamarakshan, Jerret Ross, and Brian BelgodereIBM researchers check AI bias with counterfactual text
ResearchInkit Padhi, Nishtha Madaan, Naveen Panwar, and Diptikalyan Saha5 minute read