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Alex Smola | Researchclopedia

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Alex Smola

217

Works

63,866

Citations

79

h-index

160

i10-index

Research Topics

Neural Networks and Applications Face and Expression Recognition Gaussian Processes and Bayesian Inference

Affiliations

Slovak University of Technology in Bratislava1996–1996

Australian National University1998–2014

Google (United States)2012–2017

Georgia Institute of Technology2014–2023

Amazon (United States)2018–2021

Top Works

A tutorial on support vector regression

Alex Smola,Bernhard Schölkopf

200412,714 citations

Machine Learning and Algorithms

Machine Learning and Data Classification

Estimating the Support of a High-Dimensional Distribution

Bernhard Schölkopf,John Platt,et al.

20015,822 citations

Hierarchical Attention Networks for Document Classification

Zichao Yang,Diyi Yang,et al.

20164,763 citations

Support Vector Regression Machines

Harris Drucker,Christopher J. C. Burges,et al.

19964,164 citations

New Support Vector Algorithms

Bernhard Schölkopf,Alex Smola,et al.

20002,793 citations

Support Vector Method for Function Approximation, Regression Estimation and Signal Processing

Vladimir Vapnik,Steven E. Golowich,et al.

19962,702 citations

Stacked Attention Networks for Image Question Answering

Zichao Yang,Xiaodong He,et al.

20162,063 citations

Support Vector Method for Novelty Detection

Bernhard Schölkopf,Robert C. Williamson,et al.

19992,061 citations

<b>kernlab</b>- An<i>S4</i>Package for Kernel Methods in<i>R</i>

Alexandros Karatzoglou,Alex Smola,et al.

20041,821 citations