Concepedia

Alexander J. Smola

AJ

Statistics

Publications

104

Citations

34.7K

H-Index

57

Active since

1998

Affiliations

Carnegie Mellon University(Current)

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Max Planck Institute for Biological Cybernetics

Australian National University

Alexander J. Smola is an author at Carnegie Mellon University specializing in computing, computer science, and machine learning.

Publications per year

1998–2022

104

Publications

104

Nonlinear Component Analysis as a Kernel Eigenvalue Problem

Bernhard Schölkopf, Alexander J. Smola, Klaus‐Robert Müller · Neural Computation · 1998 · 8.1K citations

Computing, Computer Science, Computer Vision +14

Advances in kernel methods: support vector learning

Bernhard Schölkopf, Christopher J. C. Burges, Alexander J. Smola · 1999 · 5.8K citations

Computing, Computer Science, Data Mining +16

A kernel two-sample test

Arthur Gretton, Karsten Borgwardt, Malte J. Rasch et al. · MPG.PuRe (Max Planck Society) · 2012 · 2.2K citations · Full text

Natural Sciences, Computer Science, Mathematics +17

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 · 1.3K citations

Computing, Computer Science, Computer Vision +12

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

Computing, Computer Science, Computational Geometry +12

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