データ科学総合研究教育センター

  • Japan

研究成果 1999 2019

  • 12 Article
  • 6 Conference contribution
  • 2 Review article
フィルター
Conference contribution
2019

Distributed Stochastic Gradient Descent Using LDGM Codes

Horii, S., Yoshida, T., Kobayashi, M. & Matsushima, T., 2019 7, 2019 IEEE International Symposium on Information Theory, ISIT 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1417-1421 5 p. 8849580. (IEEE International Symposium on Information Theory - Proceedings; 巻数 2019-July).

研究成果: Conference contribution

Stochastic Gradient
Gradient Descent
Generator
Gradient
Learning algorithms

Exponential Error Bounds and Decoding Complexity for Block Codes Constructed by Unit Memory Trellis Codes of Branch Length Two

Hirasawa, S., Yagi, H., Kobayashi, M. & Kasahara, M., 2019 4 16, 2019 53rd Annual Conference on Information Sciences and Systems, CISS 2019. Institute of Electrical and Electronics Engineers Inc., 8692938. (2019 53rd Annual Conference on Information Sciences and Systems, CISS 2019).

研究成果: Conference contribution

Trellis codes
Block codes
Decoding
Data storage equipment

Source resolvability problem with respect to a certain subclass of f-divergence

Nomura, R., 2019 7, 2019 IEEE International Symposium on Information Theory, ISIT 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2234-2238 5 p. 8849401. (IEEE International Symposium on Information Theory - Proceedings; 巻数 2019-July).

研究成果: Conference contribution

Random number generation
F-divergence
Resolvability
Kullback-Leibler Divergence
Hellinger Distance
2017
1 引用 (Scopus)

Spatially 'Mt. Fuji' coupled LDPC codes

Nakahara, Y., Saito, S. & Matsushima, T., 2017 2 2, Proceedings of 2016 International Symposium on Information Theory and Its Applications, ISITA 2016. Institute of Electrical and Electronics Engineers Inc., p. 201-205 5 p. 7840414

研究成果: Conference contribution

performance comparison
computer simulation
Decoding
Computer simulation
2012

Asymptotics of Bayesian estimation for nested models under misspecification

Miya, N., Suko, T., Yasuda, G. & Matsushima, T., 2012, 2012 International Symposium on Information Theory and Its Applications, ISITA 2012. p. 86-90 5 p. 6401057

研究成果: Conference contribution

Redundancy
2000

On the variance and the probability of length overflow of lossless codes

Nomura, R., Matsushima, T. & Hirasawa, S., 2000, IEEE International Symposium on Information Theory - Proceedings. p. 44 1 p.

研究成果: Conference contribution