Statistics
Publications
135
Citations
57.4K
H-Index
71
Active since
1996
Alex Smola is an author at Carnegie Mellon University specializing in computer science, computing, and machine learning.
Publications per year
1996–2023
135
135
A tutorial on support vector regression
Alex Smola, Bernhard Schölkopf · Statistics and Computing · 2004 · 13K citations
Estimating the Support of a High-Dimensional Distribution
Bernhard Schölkopf, John Platt, John Shawe‐Taylor et al. · Neural Computation · 2001 · 5.9K citations
Hierarchical Attention Networks for Document Classification
Zichao Yang, Diyi Yang, Chris Dyer et al. · 2016 · 4.8K citations · Full text
Support Vector Regression Machines
Harris Drucker, Christopher J. C. Burges, Linda Kaufman et al. · 1996 · 4.2K citations
Bernhard Schölkopf, Alex Smola, Robert C. Williamson et al. · Neural Computation · 2000 · 2.8K citations
1–5 of 135