Anupam Datta
Carnegie Mellon University
H-index: 47
North America-United States
Top articles of Anupam Datta
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
De-amplifying Bias from Differential Privacy in Language Model Fine-tuning | Sanjari Srivastava Piotr Mardziel Zhikhun Zhang Archana Ahlawat Anupam Datta | 2024/2/7 | |
System and method for extracting and using groups of features for interpretability analysis | 2023/3/30 | ||
Identifying and mitigating the security risks of generative ai | Foundations and Trends® in Privacy and Security | Clark Barrett Brad Boyd Elie Bursztein Nicholas Carlini Brad Chen | 2023/12/13 |
System and method for estimating model metrics without labels | 2023/3/23 | ||
Synthesis, crystal structure, Hirshfeld surface, and DFT studies of a Copper (II) complex of 5, 5′-dimethyl-2, 2′-bipyridine and 1, 2, 2-trimethylcyclopentane-1, 3 … | Acta Crystallographica Section E: Crystallographic Communications | Kasumova Samira Ali Muhammad Ashfaq Muhammad Nawaz Tahir Elman Muhammad Movsumov Khurram Shahzad Munawar | 2022/2/1 |
Is Certifying Robustness Still Worthwhile? | arXiv preprint arXiv:2310.09361 | Ravi Mangal Klas Leino Zifan Wang Kai Hu Weicheng Yu | 2023/10/13 |
POSCO Movement: A Socio-Economic Impact Assessment | Indian Journal of Anthropological Research | A Datta R Dhar RR Biswas PR Sahoo | 2023/9 |
Analysis Techniques for Information Security | Anupam Datta Somesh Jha Ninghui Li David Melski Thomas Reps | 2022/5/31 | |
Faithful Explanations for Deep Graph Models | arXiv preprint arXiv:2205.11850 | Zifan Wang Yuhang Yao Chaoran Zhang Han Zhang Youjie Kang | 2022/5/24 |
Evaluating reliability of artificial intelligence | 2022/8/25 | ||
β-cyclodextrin-stabilized biosynthesis nanozyme for dual enzyme mimicking and Fenton reaction with a high potential anticancer agent | ACS omega | Salim Ali Suranjan Sikdar Shatarupa Basak Biplab Rajbanshi Modhusudan Mondal | 2022/1/28 |
Study about Encapsulation of Vitamin C into β-Cyclodextrin: An Approach towards Advancement and Regulatory Release | Subhadeep Saha Sanjoy Barman Debadrita Roy Anupam Dutta Debabrata Biswas | 2022/8/24 | |
System and method for evaluating machine learning model behavior over data segments | 2022/1/13 | ||
Exploring Conceptual Soundness with TruLens | Anupam Datta Matt Fredrikson Klas Leino Kaiji Lu Shayak Sen | 2022/7/20 | |
Subgroups of patients with young-onset type 2 diabetes in India reveal insulin deficiency as a major driver | Diabetologia | Rashmi B Prasad Olof Asplund Sharvari R Shukla Rucha Wagh Pooja Kunte | 2022/1 |
Order-sensitive Shapley Values for Evaluating Conceptual Soundness of NLP Models | arXiv preprint arXiv:2206.00192 | Kaiji Lu Anupam Datta | 2022/6/1 |
Subgroups of young type 2 diabetes in India reveal insulin deficiency as a major driver | medRxiv | Rashmi B Prasad Olof Asplund Sharvari R Shukla Rucha Wagh Pooja Kunte | 2021/5/10 |
Influence patterns for explaining information flow in bert | arXiv preprint arXiv:2011.00740 | Kaiji Lu Zifan Wang Piotr Mardziel Anupam Datta | 2020/11/2 |
Robust models are more interpretable because attributions look normal | arXiv preprint arXiv:2103.11257 | Zifan Wang Matt Fredrikson Anupam Datta | 2021/3/20 |
System and method for explaining the behavior of neural networks | 2021/11/18 |
Co-Authors
