Ya‐Ping Hsieh

1. The Schrödinger Bridge between Gaussian Measures has a Closed Form
   2022/02/11 by Charlotte Bunne, Ya‐Ping Hsieh, Bunne, Charlotte +5 · 13 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer Genomics and Diagnostics #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Quantitative Methods (q-bio.QM) #Single-cell and spatial transcriptomics
2. Riemannian stochastic optimization methods avoid strict saddle points
   2023/11/04 by Ya‐Ping Hsieh, Mohammad Reza Karimi, Hsieh, Ya-Ping +5 · 3 citations
   Mathematics · Computer Science · #Statistical Methods and Inference #Stochastic Gradient Optimization Techniques #Gaussian Processes and Bayesian Inference
3. Riemannian stochastic approximation algorithms
   2022/06/14 by Mohammad Reza Karimi, Karimi, Mohammad Reza, Ya‐Ping Hsieh +5 · 2 citations
   Computer Science · Mathematics · Physics and Astronomy · #37N40 #90C47 #90C48 #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Markov Chains and Monte Carlo Methods #Optimization and Control (math.OC) #Primary 62L20 #Statistical Mechanics and Entropy #Stochastic Gradient Optimization Techniques #secondary 90C15
4. Aligned Diffusion Schrödinger Bridges
   2023/02/22 by Vignesh Ram Somnath, Somnath, Vignesh Ram, Matteo Pariset +9 · 1 citation
   Biochemistry, Genetics and Molecular Biology · #Cell Image Analysis Techniques #FOS: Biological sciences #FOS: Computer and information sciences #Fractal and DNA sequence analysis #Gene Regulatory Network Analysis #Machine Learning (cs.LG) #Quantitative Methods (q-bio.QM)