Masanori Kawakita

Publication Activity (10 Years)

Years Active: 2008-2020
Publications (10 Years): 8

Top Topics

Negative Matrix Factorization

Minimum Description Length

Supervised Learning

Top Venues

IEEE Trans. Inf. Theory

Publications

Masanori Kawakita, Jun'ichi Takeuchi
Minimum Description Length Principle in Supervised Learning With Application to Lasso. IEEE Trans. Inf. Theory 66 (7) (2020)
Chansu Han, Jumpei Shimamura, Takeshi Takahashi, Daisuke Inoue, Masanori Kawakita, Jun'ichi Takeuchi, Koji Nakao
Real-Time Detection of Malware Activities by Analyzing Darknet Traffic Using Graphical Lasso. TrustCom/BigDataSE (2019)
Munenori Eto, Masanori Kawakita, Jun'ichi Takeuchi
Asymptotic Behavior of Typical Sets and the Smallest High Probability Set. ISITA (2018)
Masanori Kawakita, Jun'ichi Takeuchi
A note on model selection for small sample regression. Mach. Learn. 106 (11) (2017)
Masanori Kawakita, Jun'ichi Takeuchi
Barron and Cover's Theory in Supervised Learning and its Application to Lasso. ICML (2016)
Shoma Tanaka, Yuki Kawamura, Masanori Kawakita, Noboru Murata, Jun'ichi Takeuchi
MDL Criterion for NMF with Application to Botnet Detection. ICONIP (1) (2016)
Masanori Kawakita, Jun'ichi Takeuchi
Minimum Description Length Principle in Supervised Learning with Application to Lasso. CoRR (2016)
Chansu Han, Kento Kono, Shoma Tanaka, Masanori Kawakita, Jun'ichi Takeuchi
Botnet Detection Using Graphical Lasso with Graph Density. ICONIP (1) (2016)
Yoshinari Takeishi, Masanori Kawakita, Jun'ichi Takeuchi
Least Squares Superposition Codes With Bernoulli Dictionary are Still Reliable at Rates up to Capacity. IEEE Trans. Inf. Theory 60 (5) (2014)
Masanori Kawakita, Jun'ichi Takeuchi
Safe semi-supervised learning based on weighted likelihood. Neural Networks 53 (2014)
Masanori Kawakita, Takafumi Kanamori
Semi-supervised learning with density-ratio estimation. Mach. Learn. 91 (2) (2013)
Yoshinari Takeishi, Masanori Kawakita, Jun'ichi Takeuchi
Least squares superposition codes with Bernoulli dictionary are still reliable at rates up to capacity. ISIT (2013)
Sayaka Yamauchi, Masanori Kawakita, Jun'ichi Takeuchi
Botnet Detection Based on Non-negative Matrix Factorization and the MDL Principle. ICONIP (5) (2012)
Kotaro Yamaguchi, Masanori Kawakita, Norikazu Takahashi, Jun'ichi Takeuchi
Information Theoretic Limit of Single-Frame Super-Resolution. EST (2012)
Masanori Kawakita, Ryota Izumi, Jun'ichi Takeuchi, Yi Hu, Tetsuya Takamori, Hirokazu Kameyama
Acceleration technique for boosting classification and its application to face detection. ACML (2011)
Masanori Kawakita, Yoko Oie, Jun'ichi Takeuchi
A note on model selection for small sample regression. ISITA (2010)
Masanori Kawakita, Shinto Eguchi
Boosting Method for Local Learning in Statistical Pattern Recognition. Neural Comput. 20 (11) (2008)