Dmitry Storcheus
- Research Area(s)
- Machine Intelligence
- Algorithms and Theory
Co-Authors
Dmitry is an Engineer at Google Research NY. He specializes in the research and
implementation of scalable machine learning algorithms. He received his MSc in
Mathematics from the Courant Institute at NYU, where he wrote a thesis with advisor
Mehryar Mohri on Supervised Kernel PCA. Dmitry's recent research contributions
include deriving generalization guarantees for suprevized dimensionality reduction
and currently he is working on implementing matrix approximation algorithms.
Google Publications
-
Theoretical Foundations for Learning Kernels in Supervised Kernel PCA
Mehryar Mohri, Afshin Rostamizadeh, Dmitry Storcheus
Modern Nonparametrics 3: Automating the Learning Pipeline, Neural Information Processing Systems, Workshop (2014)
Previous Publications
-
Foundations of Coupled Nonlinear Dimensionality Reduction
Dmitry Storcheus, Mehryar Mohri, Afshin Rostamizadeh
CoRR, vol. abs/1509.08880 (2015)


