Shubham Sharma

12 papers A* 2C 3Journal 5Unranked 2
YearRankTypeTitle / Venue / Authors
2024 — conf
FASTER-CE: Fast, Sparse, Transparent, and Robust Counterfactual Explanations.
AIAI (4)
Shubham Sharma, Alan H. Gee, Jette Henderson, Joydeep Ghosh
2023 A* conf
FEAMOE: Fair, Explainable and Adaptive Mixture of Experts.
IJCAI
Shubham Sharma, Jette Henderson, Joydeep Ghosh
2022 J jnl
FASTER-CE: Fast, Sparse, Transparent, and Robust Counterfactual Explanations.
CoRR
Shubham Sharma, Alan H. Gee, Jette Henderson, Joydeep Ghosh
2022 J jnl
FEAMOE: Fair, Explainable and Adaptive Mixture of Experts.
CoRR
Shubham Sharma, Jette Henderson, Joydeep Ghosh
2021 C conf
FaiR-N: Fair and Robust Neural Networks for Structured Data.
AIES
Shubham Sharma, Alan H. Gee, David Paydarfar, Joydeep Ghosh
2020 C conf
CERTIFAI: A Common Framework to Provide Explanations and Analyse the Fairness and Robustness of Black-box Models.
AIES
Shubham Sharma, Jette Henderson, Joydeep Ghosh
2020 A* conf
Certifai: A Toolkit for Building Trust in AI Systems.
IJCAI
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
2020 C conf
Data Augmentation for Discrimination Prevention and Bias Disambiguation.
AIES
Shubham Sharma, Yunfeng Zhang, Jesús M. Ríos Aliaga, Djallel Bouneffouf, Vinod Muthusamy, Kush R. Varshney
2020 — conf
Explainable machine learning in deployment.
FAT*
Umang Bhatt, Alice Xiang, Shubham Sharma, Adrian Weller, Ankur Taly, Yunhan Jia, Joydeep Ghosh, Ruchir Puri, José M. F. Moura, Peter Eckersley
2020 J jnl
FaiR-N: Fair and Robust Neural Networks for Structured Data.
CoRR
Shubham Sharma, Alan H. Gee, David Paydarfar, Joydeep Ghosh
2019 J jnl
CERTIFAI: Counterfactual Explanations for Robustness, Transparency, Interpretability, and Fairness of Artificial Intelligence models.
CoRR
Shubham Sharma, Jette Henderson, Joydeep Ghosh
2019 J jnl
Explainable Machine Learning in Deployment.
CoRR
Umang Bhatt, Alice Xiang, Shubham Sharma, Adrian Weller, Ankur Taly, Yunhan Jia, Joydeep Ghosh, Ruchir Puri, José M. F. Moura, Peter Eckersley