Nezihe Merve Gürel

1. Towards Efficient Data Valuation Based on the Shapley Value
   2019/02/27 by Ruoxi Jia, Jia, Ruoxi, David Dao +17 · 38 citations
   Computer Science · Decision Sciences · Economics, Econometrics and Finance · #Auction Theory and Applications #Blockchain Technology Applications and Security #FOS: Computer and information sciences #Game Theory and Voting Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Repeated Random Sampling for Minimizing the Time-to-Accuracy of Learning
   2023/05/28 by Patrik Okanovic, Okanovic, Patrik, Roger Waleffe +12 · 3 citations
   Computer Science · #Advanced Neural Network Applications #Machine Learning and Data Classification #Domain Adaptation and Few-Shot Learning
3. A Data Quality-Driven View of MLOps
   2021/02/15 by Cédric Renggli, Renggli, Cedric, Luka Rimanić +9 · 2 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Data Stream Mining Techniques #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
4. C-RAG: Certified Generation Risks for Retrieval-Augmented Language Models
   2024/02/05 by Mintong Kang, Nezihe Merve Gürel, Kang, Mintong +7 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
5. COLEP: Certifiably Robust Learning-Reasoning Conformal Prediction via Probabilistic Circuits
   2024/03/17 by Mintong Kang, Nezihe Merve Gürel, Kang, Mintong +5 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #Neural Networks and Applications
6. FIVES: Feature Interaction Via Edge Search for Large-Scale Tabular Data
   2020/07/29 by Yuexiang Xie, Zhen Wang, Xie, Yuexiang +15 · 1 citation
   Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Recommender Systems and Techniques #Topic Modeling
7. All models are wrong, some are useful: Model Selection with Limited Labels
   2024/10/17 by Patrik Okanovic, Okanovic, Patrik, Andreas Kirsch +8 · 2 citations
   Computer Science · #Machine Learning and Data Classification