Andrew Trask
- Personhood credentials: Artificial intelligence and the value of privacy-preserving tools to distinguish who is real online
2024/08/15 by Steven Adler, Adler, Steven, Zoë Hitzig +65 · 15 voices · 4 citations
Social Sciences · #Ethics and Social Impacts of AI #cs.CY
- A generic framework for privacy preserving deep learning
2018/11/09 by Théo Ryffel, Theo Ryffel, Ryffel, Theo +13 · 1 voice · 35 citations
Computer Science · #Cryptography and Data Security #Privacy-Preserving Technologies in Data #Internet Traffic Analysis and Secure E-voting
- sense2vec - A Fast and Accurate Method for Word Sense Disambiguation In Neural Word Embeddings
2015/11/19 by Andrew Trask, Phil Michalak, Trask, Andrew +3 · 1 voice · 4 citations
Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #cs.CL #cs.LG
- Toward Trustworthy AI Development: Mechanisms for Supporting Verifiable Claims
2020/04/15 by Miles Brundage, Brundage, Miles, Shahar Avin +115 · 2 voices · 24 citations
#cs.CY
- The future of digital health with federated learning
2020/09/14 by Nicola Rieke, Jonny Hancox, Wenqi Li +14 · 65 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Machine Learning in Healthcare #Privacy-Preserving Technologies in Data
- The Ethics of Advanced AI Assistants
2024/04/24 by Iason Gabriel, Arianna Manzini, Gabriel, Iason +118 · 5 voices · 30 citations
Computer Science · Medicine · Social Sciences · #Artificial Intelligence in Healthcare and Education #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #cs.CY
- Neither Private Nor Fair: Impact of Data Imbalance on Utility and Fairness in Differential Privacy
2020/09/10 by Tom Farrand, Farrand, Tom, Fatemehsadat Mireshghallah +5 · 8 citations
Computer Science · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Mobile Crowdsensing and Crowdsourcing
- Neural Arithmetic Logic Units
2018/08/01 by Andrew Trask, Trask, Andrew, Felix Hill +9 · 1 voice · 1 citation
#cs.NE
- DP-SGD vs PATE: Which Has Less Disparate Impact on Model Accuracy?
2021/06/22 by Archit Uniyal, Rakshit Naidu, Uniyal, Archit +11 · 3 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data
- Beyond Privacy Trade-offs with Structured Transparency
2020/12/15 by Andrew Trask, Trask, Andrew, Emma Bluemke +13 · 3 voices
Computer Science · #Computers and Society (cs.CY) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #cs.CR #cs.CY
- Beyond Release: Access Considerations for Generative AI Systems
2025/02/23 by Irene Solaiman, Solaiman, Irene, Rishi Bommasani +11 · 3 citations
Computer Science · Decision Sciences · #Semantic Web and Ontologies #Computability, Logic, AI Algorithms #Scientific Computing and Data Management