Nir Rosenfeld
- Instructed to Bias: Instruction-Tuned Language Models Exhibit Emergent Cognitive Bias
2023/08/01 by Itay Itzhak, Gabriel Stanovsky, Itzhak, Itay +5 · 15 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Text Readability and Simplification
- Performative Recommendation: Diversifying Content via Strategic Incentives
2023/02/08 by Itay Eilat, Nir Rosenfeld, Eilat, Itay +1 · 6 citations
Computer Science · #Recommender Systems and Techniques #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
- Generalized Strategic Classification and the Case of Aligned Incentives
2022/02/09 by Sagi Levanon, Nir Rosenfeld, Levanon, Sagi +1 · 3 citations
Decision Sciences · Social Sciences · #Artificial Intelligence (cs.AI) #Auction Theory and Applications #Corruption and Economic Development #Experimental Behavioral Economics Studies #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Causal Strategic Classification: A Tale of Two Shifts
2023/02/13 by Guy Horowitz, Nir Rosenfeld, Horowitz, Guy +1 · 3 citations
Social Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Qualitative Comparative Analysis Research
- Strategic Classification Made Practical
2021/03/02 by Sagi Levanon, Nir Rosenfeld, Levanon, Sagi +1 · 2 citations
Computer Science · #Computer Science and Game Theory (cs.GT) #Data Stream Mining Techniques #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning and Algorithms
- Predicting Choice with Set-Dependent Aggregation
2019/06/14 by Nir Rosenfeld, Kojin Oshiba, Rosenfeld, Nir +3 · 1 citation
Business, Management and Accounting · Decision Sciences · Economics, Econometrics and Finance · #Consumer Market Behavior and Pricing #Decision-Making and Behavioral Economics #Economic and Environmental Valuation #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Welfare as a Guiding Principle for Machine Learning -- From Compass, to Lens, to Roadmap
2025/02/17 by Nir Rosenfeld, Haifeng Xu, Rosenfeld, Nir +1 · 4 citations
Social Sciences · Computer Science · #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #Experimental Behavioral Economics Studies
- Learning to Suggest Breaks: Sustainable Optimization of Long-Term User Engagement
2022/11/24 by Eden Saig, Nir Rosenfeld, Saig, Eden +1 · 1 citation
Decision Sciences · Physics and Astronomy · Psychology · #Advanced Bandit Algorithms Research #Advanced Thermodynamics and Statistical Mechanics #Computers and Society (cs.CY) #FOS: Computer and information sciences #FOS: Electrical engineering #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Mental Health Research Topics #Systems and Control (eess.SY) #electronic engineering #information engineering