Freddy Lécué
- Interpretable Credit Application Predictions With Counterfactual Explanations
2018/11/13 by Rory Mc Grath, Grath, Rory Mc, Luca Costabello +11 · 8 citations
Business, Management and Accounting · Economics, Econometrics and Finance · #Financial Distress and Bankruptcy Prediction #FinTech, Crowdfunding, Digital Finance #Credit Risk and Financial Regulations
- KnowHalu: Hallucination Detection via Multi-Form Knowledge Based Factual Checking
2024/04/03 by Jiawei Zhang, Zhang, Jiawei, Chejian Xu +9 · 7 citations
Computer Science · Mathematics · Social Sciences · #Artificial Intelligence (cs.AI) #Benford’s Law and Fraud Detection #Computation and Language (cs.CL) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Misinformation and Its Impacts
- Graphusion: Leveraging Large Language Models for Scientific Knowledge Graph Fusion and Construction in NLP Education
2024/07/15 by Rui Yang, Boming Yang, Yang, Rui +15 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
- Graphusion: A RAG Framework for Knowledge Graph Construction with a Global Perspective
2024/10/23 by Rui Yang, Yang, Rui, Boming Yang +17 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Semantic Web and Ontologies
- Adaptable Deformable Convolutions for Semantic Segmentation of Fisheye Images in Autonomous Driving Systems
2021/02/19 by Clément Playout, Playout, Clément, Ola Ahmad +5 · 1 citation
Computer Science · Environmental Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications #Water Quality Monitoring Technologies
- Progressive Inference: Explaining Decoder-Only Sequence Classification Models Using Intermediate Predictions
2024/06/03 by Sanjay Kariyappa, Kariyappa, Sanjay, Freddy Lécué +9 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Topic Modeling
- Semantic Explanations of Predictions
2018/05/27 by Freddy Lécué, Lecue, Freddy, Jiewen Wu +1 · 1 citation
Computer Science · Decision Sciences · #Explainable Artificial Intelligence (XAI) #Topic Modeling #Scientific Computing and Data Management
- Privacy-Preserving Algorithmic Recourse
2023/11/23 by Sikha Pentyala, Pentyala, Sikha, Shubham Sharma +7 · 1 citation
Computer Science · Social Sciences · #Cryptography and Security (cs.CR) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Sequential Harmful Shift Detection Without Labels
2024/12/17 by Salim I. Amoukou, Amoukou, Salim I., Tom Bewley +9 · 1 citation
Computer Science · Engineering · #Advanced Control Systems Optimization #Advanced Database Systems and Queries #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)