Erfaun Noorani
- Robust Counterfactual Explanations for Neural Networks With Probabilistic Guarantees
2023/05/19 by Faisal Hamman, Erfaun Noorani, Hamman, Faisal +7 · 7 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare
- Risk-Sensitive Reinforcement Learning with Exponential Criteria
2022/12/18 by Erfaun Noorani, Christos N. Mavridis, Noorani, Erfaun +3 · 2 citations
Business, Management and Accounting · Computer Science · Energy · #Artificial Intelligence (cs.AI) #Energy, Environment, and Transportation Policies #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Supply Chain and Inventory Management #Systems and Control (eess.SY) #electronic engineering #information engineering
- Reinforcement learning with non-ergodic reward increments: robustness via ergodicity transformations
2023/10/17 by Dominik Baumann, Erfaun Noorani, Baumann, Dominik +9 · 2 citations
Business, Management and Accounting · Decision Sciences · Economics, Econometrics and Finance · #Auction Theory and Applications #Consumer Market Behavior and Pricing #FOS: Computer and information sciences #Machine Learning (cs.LG) #Sports Analytics and Performance
- Counterfactual Explanations for Model Ensembles Using Entropic Risk Measures
2025/03/11 by Erfaun Noorani, P. B. R. Dissanayake, Noorani, Erfaun +5 · 1 citation
Computer Science · Decision Sciences · #Computers and Society (cs.CY) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Scientific Computing and Data Management #Systems and Control (eess.SY) #electronic engineering #information engineering