Hutchinson, Ben
- PaLM: Scaling Language Modeling with Pathways
2022/04/05 by Aakanksha Chowdhery, Sharan Narang, Chowdhery, Aakanksha +129 · 397 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Advances and Open Problems in Federated Learning
2019/12/10 by Kairouz, Peter, McMahan, H. Brendan, Avent, Brendan +56 · 223 citations
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- LaMDA: Language Models for Dialog Applications
2022/01/20 by Romal Thoppilan, Daniel De Freitas, Thoppilan, Romal +117 · 2 voices · 47 citations
#cs.CL #cs.AI
- Scaling Autoregressive Models for Content-Rich Text-to-Image Generation
2022/06/22 by Jiahui Yu, Yuanzhong Xu, Yu, Jiahui +31 · 123 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Advanced Neural Network Applications
- Closing the AI Accountability Gap: Defining an End-to-End Framework for Internal Algorithmic Auditing
2020/01/03 by Inioluwa Deborah Raji, Raji, Inioluwa Deborah, Andrew Smart +15 · 45 citations
Computer Science · Social Sciences · #Blockchain Technology Applications and Security #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
- Towards Accountability for Machine Learning Datasets: Practices from Software Engineering and Infrastructure
2020/10/23 by Ben Hutchinson, Hutchinson, Ben, Andrew Smart +13 · 7 citations
Social Sciences · Decision Sciences · Computer Science · #Ethics and Social Impacts of AI #Scientific Computing and Data Management #Explainable Artificial Intelligence (XAI)
- Evaluation Gaps in Machine Learning Practice
2022/05/11 by Ben Hutchinson, Hutchinson, Ben, Negar Rostamzadeh +7 · 6 citations
Social Sciences · Computer Science · #Ethics and Social Impacts of AI #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI)
- Perturbation Sensitivity Analysis to Detect Unintended Model Biases
2019/10/09 by Prabhakaran, Vinodkumar, Hutchinson, Ben, Mitchell, Margaret · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Underspecification in Scene Description-to-Depiction Tasks
2022/10/11 by Hutchinson, Ben, Baldridge, Jason, Prabhakaran, Vinodkumar · 2 citations
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Image Counterfactual Sensitivity Analysis for Detecting Unintended Bias
2019/06/14 by Emily Denton, Ben Hutchinson, Denton, Remi +7 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Troubling Taxonomies in GenAI Evaluation
2024/10/30 by Glen Berman, Ned Cooper, Berman, Glen +5 · 2 voices · 1 citation
Computer Science · #Semantic Web and Ontologies
- Cultural Incongruencies in Artificial Intelligence
2022/11/19 by Prabhakaran, Vinodkumar, Qadri, Rida, Hutchinson, Ben · 1 citation
#Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences