Alexander J. Smola

Nonlinear Component Analysis as a Kernel Eigenvalue Problem

Bernhard Schölkopf, Alexander J. Smola, Klaus‐Robert Müller · Neural Computation · 1998 · 8K citations

Image Analysis, Machine Learning, Data Science +15

Advances in kernel methods: support vector learning

Bernhard Schölkopf, Christopher J. C. Burges, Alexander J. Smola · International Conference on Neural Information Processing · 1999 · 5.8K citations

Support Vector, Engineering, Machine Learning +16

A kernel two-sample test

Arthur Gretton, Karsten Borgwardt, Malte J. Rasch et al. · Journal of Machine Learning Research · 2012 · 2.2K citations

Integral Probability, Engineering, Data Science +15

ResNeSt: Split-Attention Networks

Hang Zhang, Chongruo Wu, Zhongyue Zhang et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 2022 · 1.2K citations

Convolutional Neural Network, Engineering, Machine Learning +19

Input space versus feature space in kernel-based methods

Bernhard Schölkopf, Christopher J. C. Burges, Phil Knirsch et al. · IEEE Transactions on Neural Networks · 1999 · 1.2K citations

Support Vector, Engineering, Machine Learning +18