Okati, Nastaran

1. Improving Expert Predictions with Conformal Prediction
   2022/01/28 by Straitouri, Eleni, Wang, Lequn, Okati, Nastaran +1 · 14 citations
   #Computers and Society (cs.CY) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Differentiable Learning Under Triage
   2021/03/16 by Nastaran Okati, Abir De, Okati, Nastaran +3 · 9 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Topic Modeling
3. Regression Under Human Assistance
   2019/09/06 by Abir De, Nastaran Okati, De, Abir +7 · 5 citations
   Computer Science · #Imbalanced Data Classification Techniques #Machine Learning and Algorithms #Machine Learning and Data Classification
4. Classification Under Human Assistance
   2020/06/21 by Abir De, Nastaran Okati, De, Abir +5 · 5 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
5. Towards Human-AI Complementarity with Prediction Sets
   2024/05/27 by Giovanni De Toni, Nastaran Okati, De Toni, Giovanni +7 · 8 citations
   Computer Science · Engineering · #Advanced Data Processing Techniques #Computers and Society (cs.CY) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Machine Learning and Data Classification #Semantic Web and Ontologies
6. Is Your LLM Overcharging You? Tokenization, Transparency, and Incentives
   2025/05/27 by Ander Artola Velasco, Velasco, Ander Artola, Stratis Tsirtsis +5 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #Computer Science and Game Theory (cs.GT) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Natural Language Processing Techniques
7. Root Cause Analysis of Outliers with Missing Structural Knowledge
   2024/06/07 by Orchard, William Roy, Okati, Nastaran, Mejia, Sergio Hernan Garrido +2 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)