Introduction to Machine Learning

@inproceedings{Smola2010IntroductionTM,
  title={Introduction to Machine Learning},
  author={Alex Smola and S. V. N. Vishwanathan},
  year={2010}
}
1 Introduction Over the past two decades Machine Learning has become one of the mainstays of information technology and with that, a rather central, albeit usually hidden, part of our life. With the ever increasing amounts of data becoming available there is good reason to believe that smart data analysis will become even more pervasive as a necessary ingredient for technological progress. The purpose of this chapter is to provide the reader with an overview over the vast range of applications… CONTINUE READING
Highly Influential
This paper has highly influenced 14 other papers. REVIEW HIGHLY INFLUENTIAL CITATIONS
Highly Cited
This paper has 474 citations. REVIEW CITATIONS

Citations

Publications citing this paper.
Showing 1-10 of 96 extracted citations

Stochastic Optimization for Machine Learning

ArXiv • 2013
View 20 Excerpts
Highly Influenced

Computer Vision and Graphics

Lecture Notes in Computer Science • 2014
View 10 Excerpts
Highly Influenced

Verification of Recurrent Neural Networks

2018
View 4 Excerpts
Highly Influenced

A brief survey of machine learning methods and their sensor and IoT applications

2017 8th International Conference on Information, Intelligence, Systems & Applications (IISA) • 2017
View 5 Excerpts
Highly Influenced

475 Citations

050100150'10'13'16'19
Citations per Year
Semantic Scholar estimates that this publication has 475 citations based on the available data.

See our FAQ for additional information.

References

Publications referenced by this paper.
Showing 1-10 of 129 references

Similar Papers

Loading similar papers…