Klaus Neymeyr
Artificial Intelligence · 2001–2018
A researcher in the Science corpus: 6 papers; trusts 9 researchers and is trusted by 2 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 34 citations into it
- Optimization & Training — 24 citations into it
- Computer Vision and Pattern Recognition — 20 citations into it
- Computational Mechanics — 7 citations into it; #5,333 of 10,001 by trust here, #6,287 by citations
- Analytical Chemistry — 6 citations into it
- Numerical Methods & Scientific Computing — 5 citations into it
Whom Klaus Neymeyr trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
Who trusts Klaus Neymeyr overall
Papers from Klaus Neymeyr's perspective
Ordered by how strongly the researchers Klaus Neymeyr trusts endorse each paper. Same corpus, a different order for every researcher.
- Layer Normalization
- Weight Normalization: A Simple Reparameterization to Accelerate Training of Deep Neural Networks
- Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning
- Calculation of maximum and minimum band boundaries of feasible solutions for species profiles obtained by multivariate curve resolution
- Introductory Lectures on Convex Optimization - A Basic Course
- The Symmetric Eigenvalue Problem
- ImageNet classification with deep convolutional neural networks
- Gradient-based learning applied to document recognition
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- Convergence Analysis of Two-layer Neural Networks with ReLU Activation
Their papers
- Exponential convergence rates for Batch Normalization: The power of length-direction decoupling in non-convex optimization (2018) — 98 citations
- A geometric theory for preconditioned inverse iteration. I : Extrema of the Rayleigh quotient (2001) — 78 citations
- Towards a Theoretical Understanding of Batch Normalization (2018) — 50 citations
- A fast polygon inflation algorithm to compute the area of feasible solutions for three‐component systems. II: Theoretical foundation, inverse polygon inflation, and FAC‐PACK implementation (2014) — 71 citations
- A fast polygon inflation algorithm to compute the area of feasible solutions for three‐component systems. I: concepts and applications (2013) — 81 citations
- Pure component spectral recovery and constrained matrix factorizations: concepts and applications (2010) — 49 citations