Golnoosh Farnadi
- Trust No Bot: Discovering Personal Disclosures in Human-LLM Conversations in the Wild
2024/07/16 by Niloofar Mireshghallah, Maria Antoniak, Mireshghallah, Niloofar +7 · 2 voices · 22 citations
Computer Science · Social Sciences · #Cybercrime and Law Enforcement Studies #Privacy, Security, and Data Protection #Spam and Phishing Detection #cs.CL
- Counterexample-Guided Learning of Monotonic Neural Networks
2020/06/16 by Aishwarya Sivaraman, Golnoosh Farnadi, Sivaraman, Aishwarya +5 · 4 citations
Computer Science · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
- Neither Valid nor Reliable? Investigating the Use of LLMs as Judges
2025/08/25 by Khaoula Chehbouni, Chehbouni, Khaoula, Mohammed Haddou +5 · 12 citations
Economics, Econometrics and Finance · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Law, Economics, and Judicial Systems #Legal Education and Practice Innovations #Legal Systems and Judicial Processes
- Beyond the Safety Bundle: Auditing the Helpful and Harmless Dataset
2024/11/12 by Khaoula Chehbouni, Chehbouni, Khaoula, Jonathan Colaço-Carr +7 · 4 citations
Decision Sciences · #Computation and Language (cs.CL) #Computers and Society (cs.CY) #Data Quality and Management #FOS: Computer and information sciences
- FETA: Fairness Enforced Verifying, Training, and Predicting Algorithms for Neural Networks
2022/06/01 by Kiarash Mohammadi, Aishwarya Sivaraman, Mohammadi, Kiarash +3 · 1 citation
Computer Science · Medicine · Social Sciences · #Artificial Intelligence in Healthcare and Education #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- PrivFairFL: Privacy-Preserving Group Fairness in Federated Learning
2022/05/23 by Sikha Pentyala, Nicola Neophytou, Pentyala, Sikha +7 · 1 citation
Computer Science · Social Sciences · #Privacy-Preserving Technologies in Data #Adversarial Robustness in Machine Learning #Ethics and Social Impacts of AI
- Multilingual Hallucination Gaps in Large Language Models
2024/10/23 by Cléa Chataigner, Chataigner, Cléa, Afaf Taïk +3 · 2 citations
Psychology · #Mental Health via Writing
- Advancing Cultural Inclusivity: Optimizing Embedding Spaces for Balanced Music Recommendations
2024/05/27 by Armin Moradi, Moradi, Armin, Nicola Neophytou +3 · 1 citation
Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Diverse Music Education Insights #Diverse Musicological Studies #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Music and Audio Processing
- Analyzing the Effect of Sampling in GNNs on Individual Fairness
2022/09/08 by Rebecca Salganik, Salganik, Rebecca, Fernando Díaz +3 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Recommender Systems and Techniques
- Position: Cracking the Code of Cascading Disparity Towards Marginalized Communities
2024/06/03 by Golnoosh Farnadi, Farnadi, Golnoosh, Mohammad Havaei +3 · 1 citation
Social Sciences · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Labor Movements and Unions #Machine Learning (cs.LG)
- Unraveling the Interconnected Axes of Heterogeneity in Machine Learning for Democratic and Inclusive Advancements
2023/06/11 by Maryam Molamohammadi, Molamohammadi, Maryam, Afaf Taïk +5 · 1 citation
Social Sciences · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Differentially Private Clustered Federated Learning
2024/05/29 by Saber Malekmohammadi, Afaf Taïk, Malekmohammadi, Saber +3 · 1 citation
Computer Science · #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
- What Secrets Do Your Manifolds Hold? Understanding the Local Geometry of Generative Models
2024/08/15 by Ahmed Imtiaz Humayun, Ibtihel Amara, Humayun, Ahmed Imtiaz +13 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topological and Geometric Data Analysis
- Understanding Intrinsic Socioeconomic Biases in Large Language Models
2024/05/28 by Mina Arzaghi, Florian Carichon, Arzaghi, Mina +3 · 1 citation
Social Sciences · #Computational and Text Analysis Methods
- LoRA Provides Differential Privacy by Design via Random Sketching
2024/09/26 by Saber Malekmohammadi, Golnoosh Farnadi, Malekmohammadi, Saber +1 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- The Cost of Arbitrariness for Individuals: Examining the Legal and Technical Challenges of Model Multiplicity
2024/05/28 by Prakhar Ganesh, Ganesh, Prakhar, Ihsan Ibrahim Daldaban +5 · 1 citation
Business, Management and Accounting · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #International Arbitration and Investment Law #Law, Economics, and Judicial Systems #Legal and Constitutional Studies #Machine Learning (cs.LG)
- Even More Deception: Objective Misalignment in Mixed-Motive LLM Multi-Agent Systems
2026/07/28 by Marylou Fauchard, Florian Carichon, Margarida Carvalho +1
Computer Science · #cs.AI