← Authors

Kyle Helfrich

3 papers · 2018–2022 · 3 conferences · across top CS/AI conferences

Achievements

πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (14) πŸ—ΊοΈ Taxonomy Completionist (10) 🧭 Keyword Pioneer

Conferences

AAAI (1) ICML (1) JMLR (1)

Top co-authors

Qiang Ye (3) Devin Willmott (1) Susanna Lange (1)

Keywords

orthogonal matrix (2) gradient descent (2) recurrent neural network (2) vanishing gradient (2) short-term memory (1) hessian matrix (1) unitary matrix (1) eigenvalue normalization (1) sequence modeling (1) cayley transform (1) neural network training (1) online learning (1) batch normalization (1)

Papers

Batch Normalization Preconditioning for Neural Network Training JMLR 2022
Eigenvalue Normalized Recurrent Neural Networks for Short Term Memory AAAI 2020
Orthogonal Recurrent Neural Networks with Scaled Cayley Transform ICML 2018