Explainable machine learning in deployment
- Umang Bhatt
- Alice Xiang
- et al.
- 2020
- FAccT 2020
Publications
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137 results for Explainable AI
Scalable Optimal Multiway-Split Decision Trees
- Shivaram Subramanian
- Wei Sun
- 2023
- INFORMS 2023
Counterfactual-driven Prescriptive Tree
- Wei Sun
- Shivaram Subramanian
- et al.
- 2023
- INFORMS 2023
Carbon-aware Data Center Management: Towards Sustainable And Efficient Operations
- Kumar Saurav
- Ayush Jain
- 2023
- INFORMS 2023
Addressing the Design Needs of Implementing Fairness in AI via Influence Functions
- Brianna Richardson
- Kush R. Varshney
- 2021
- INFORMS 2021
Explainability For Efficient And Trusted Decision Optimization
- 2021
- INFORMS 2021
Privacy preserving explanations for hierarchical time series forecasts
- Surya Shravan Kumar Sajja
- Sumanta Mukherjee
- et al.
- 2021
- INFORMS 2021
Robust Feature Based Model Agnostic Explainability For Time Series Forecasting
- Vikas Raykar
- Sumanta Mukherjee
- et al.
- 2021
- INFORMS 2021
One Explanation Does Not Fit All: A Toolkit And Taxonomy Of AI Explainability Techniques
- 2021
- INFORMS 2021
Explainable hyper-local demand sensing for fashion retail
- 2020
- INFORMS 2020