Shubham Sharma

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 11

Top Topics

Artificial Intelligence

Semistructured Data

Explanatory Power

Mixture Of Gaussians

Top Venues

Publications

Shubham Sharma, Alan H. Gee, Jette Henderson, Joydeep Ghosh
FASTER-CE: Fast, Sparse, Transparent, and Robust Counterfactual Explanations. AIAI (4) (2024)
Shubham Sharma, Jette Henderson, Joydeep Ghosh
FEAMOE: Fair, Explainable and Adaptive Mixture of Experts. IJCAI (2023)
Shubham Sharma, Jette Henderson, Joydeep Ghosh
FEAMOE: Fair, Explainable and Adaptive Mixture of Experts. CoRR (2022)
Shubham Sharma, Alan H. Gee, Jette Henderson, Joydeep Ghosh
FASTER-CE: Fast, Sparse, Transparent, and Robust Counterfactual Explanations. CoRR (2022)
Shubham Sharma, Alan H. Gee, David Paydarfar, Joydeep Ghosh
FaiR-N: Fair and Robust Neural Networks for Structured Data. AIES (2021)
Jette Henderson, Shubham Sharma, Alan H. Gee, Valeri Alexiev, Steve Draper, Carlos Marin, Yessel Hinojosa, Christine Draper, Michael Perng, Luis Aguirre, Michael Li, Sara Rouhani, Shorya Consul, Susan Michalski, Akarsh Prasad, Mayank Chutani, Aditya Kumar, Shahzad Alam, Prajna Kandarpa, Binnu Jesudasan, Colton Lee, Michael Criscolo, Sinead Williamson, Matt Sanchez, Joydeep Ghosh
Certifai: A Toolkit for Building Trust in AI Systems. IJCAI (2020)
Shubham Sharma, Alan H. Gee, David Paydarfar, Joydeep Ghosh
FaiR-N: Fair and Robust Neural Networks for Structured Data. CoRR (2020)
Umang Bhatt, Alice Xiang, Shubham Sharma, Adrian Weller, Ankur Taly, Yunhan Jia, Joydeep Ghosh, Ruchir Puri, José M. F. Moura, Peter Eckersley
Explainable machine learning in deployment. FAT* (2020)
Shubham Sharma, Jette Henderson, Joydeep Ghosh
CERTIFAI: A Common Framework to Provide Explanations and Analyse the Fairness and Robustness of Black-box Models. AIES (2020)
Umang Bhatt, Alice Xiang, Shubham Sharma, Adrian Weller, Ankur Taly, Yunhan Jia, Joydeep Ghosh, Ruchir Puri, José M. F. Moura, Peter Eckersley
Explainable Machine Learning in Deployment. CoRR (2019)
Shubham Sharma, Jette Henderson, Joydeep Ghosh
CERTIFAI: Counterfactual Explanations for Robustness, Transparency, Interpretability, and Fairness of Artificial Intelligence models. CoRR (2019)