Nicholas Frosst
- Distilling a Neural Network Into a Soft Decision Tree
2017/11/27 by Nicholas Frosst, Geoffrey E. Hinton, Frosst, Nicholas +2 · 1 voice · 31 citations
Computer Science · #cs.LG #cs.AI #stat.ML
- Dynamic Routing Between Capsules
2017/10/26 by Sara Sabour, Nicholas Frosst, Sabour, Sara +3 · 37 citations
Computer Science · #Advanced Graph Neural Networks #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Topic Modeling
- Neural Additive Models: Interpretable Machine Learning with Neural Nets
2020/04/29 by Rishabh Agarwal, Agarwal, Rishabh, Nicholas Frosst +9 · 36 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Adversarial Robustness in Machine Learning #Machine Learning and Data Classification
- No News is Good News: A Critique of the One Billion Word Benchmark
2021/10/25 by Helen Ngo, Ngo, Helen, João G. M. Araújo +5 · 1 voice
#cs.CL #cs.LG
- Mitigating harm in language models with conditional-likelihood filtration
2021/08/04 by Helen Ngo, Cooper Raterink, Ngo, Helen +10 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling