Yaida, Sho

1. Robust Learning with Jacobian Regularization
   2019/08/07 by Hoffman, Judy, Roberts, Daniel A., Yaida, Sho · 12 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Fluctuation-dissipation relations for stochastic gradient descent
   2018/09/28 by Sho Yaida, Yaida, Sho · 5 citations
   Computer Science · Mathematics · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Stochastic Gradient Optimization Techniques
3. Non-Gaussian processes and neural networks at finite widths
   2019/09/30 by Yaida, Sho · 5 citations
   #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Theory (hep-th) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Effective Theory of Transformers at Initialization
   2023/04/04 by Emily Dinan, Dinan, Emily, Sho Yaida +3 · 1 citation
   Computer Science · Physics and Astronomy · #Neural Networks and Applications #Model Reduction and Neural Networks