Farhad Shirani
- TimeX++: Learning Time-Series Explanations with Information Bottleneck
2024/05/15 by Zichuan Liu, Tianchun Wang, Liu, Zichuan +17 · 13 citations
Computer Science · Engineering · #Time Series Analysis and Forecasting #Machine Learning in Healthcare #Reservoir Engineering and Simulation Methods
- F-Fidelity: A Robust Framework for Faithfulness Evaluation of Explainable AI
2024/10/03 by Xu Zheng, Zheng, Xu, Farhad Shirani +11 · 6 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
- MIMO Networks with One-Bit ADCs: Receiver Design and Communication\n Strategies
2021/12/03 by Abbas Khalili, Khalili, Abbas, Farhad Shirani +5 · 2 citations
Engineering · #FOS: Computer and information sciences #Information Theory (cs.IT) #Microwave Engineering and Waveguides #Millimeter-Wave Propagation and Modeling #Radio Frequency Integrated Circuit Design
- Seeded Graph Matching: Efficient Algorithms and Theoretical Guarantees
2017/11/28 by Farhad Shirani, Shirani, F., Siddharth Garg +3 · 1 citation
Computer Science · #Advanced Graph Theory Research #Complexity and Algorithms in Graphs #FOS: Computer and information sciences #Graph Theory and Algorithms #Information Theory (cs.IT)
- Explanation-Preserving Augmentation for Semi-Supervised Graph Representation Learning
2024/10/16 by Zhuomin Chen, Jingchao Ni, Chen, Zhuomin +11 · 1 citation
Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling