Megha Srivastava
- Do Users Write More Insecure Code with AI Assistants?
2022/11/07 by Neil Perry, Megha Srivastava, Deepak Kumar +1 · 23 voices · 56 citations
Computer Science · Social Sciences · #Software Engineering Research #Ethics and Social Impacts of AI #Mobile Crowdsensing and Crowdsourcing
- Training large language models on narrow tasks can lead to broad misalignment
2025/02/24 by Jan Betley, Daniel Tan, Betley, Jan +17 · 48 voices · 49 citations
Computer Science · Medicine · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence in Healthcare and Education #Ethics and Social Impacts of AI
- Fairness Without Demographics in Repeated Loss Minimization
2018/06/20 by Tatsunori Hashimoto, Megha Srivastava, Hashimoto, Tatsunori B. +5 · 24 citations
Social Sciences · Health Professions · Mathematics · #Retirement, Disability, and Employment #Global Health Care Issues #Advanced Causal Inference Techniques
- Evaluating Human-Language Model Interaction
2022/12/19 by Mina Lee, Lee, Mina, Megha Srivastava +33 · 12 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
- Robustness to Spurious Correlations via Human Annotations
2020/07/13 by Megha Srivastava, Tatsunori Hashimoto, Srivastava, Megha +3 · 3 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
- An Empirical Analysis of Backward Compatibility in Machine Learning\n Systems
2020/08/11 by Megha Srivastava, Besmira Nushi, Srivastava, Megha +7 · 2 citations
Computer Science · #Data Stream Mining Techniques #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Software Engineering (cs.SE)