Concepedia

Harri Valpola

HV

Statistics

Publications

37

Citations

4.3K

H-Index

22

Active since

2000

Affiliations

Aalto University(Current)

University of Helsinki

Helsinki Institute for Information Technology

Dalle Molle Institute for Artificial Intelligence Research

Nokia (Finland)

Harri Valpola is an author at Aalto University specializing in machine learning, computing, and computer science.

ORCID

Publications per year

2000–2017

37

Publications

37

Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results

Antti Tarvainen, Harri Valpola · arXiv (Cornell University) · 2017 · 1.6K citations · Full text

, , +13

Semi-Supervised Learning with Ladder Networks

Antti Rasmus, Harri Valpola, Mikko Honkala et al. · 2015 · 664 citations

, , +14

Semi-Supervised Learning with Ladder Networks

Antti Rasmus, Harri Valpola, Mikko Honkala et al. · arXiv (Cornell University) · 2015 · 597 citations · Full text

, , +14

The NIPS workshop on Deep Learning and Unsupervised Feature Learning

Tapani Raiko, Harri Valpola, Yann LeCun · 2011 · 204 citations

, , +15

Deep Learning Made Easier by Linear Transformations in Perceptrons

Tapani Raiko, Harri Valpola, Yann LeCun · 2012 · 178 citations

, , +14

1–5 of 37