### Nozomi Miya (Hannan University )

#### Research Field

Source Coding, Data Compression, Information Security, Information-Based Induction Sciences, Machine Learning

#### Biography

B.E., M.E. and Doctor of Engrg. deg. in Dept. Math. Applied Math. in Mar. 2011, Mar. 2013, and July 2016

Adj. lecturer, Yokohama Coll. Commerce since Apr. 2013 to Mar. 2022

Asst. prof., Dept. Electr. Engrg. Electron. Coll. Sci. Engrg. Aoyama Gakuin Univ. since Sept. 2016 to Mar. 2024

Adj. lecturer, Shonan Inst. of Tech. since Apr. 2019 to Mar. 2024

Adj. lecturer, Nihon Univ. since Apr. 2022 to Mar. 2024

Assoc. prof., Dept. Inf. Sci. Fac. Inf. Sci. Hannan Univ. since Apr. 2024

#### Research Achievement

≪Journal≫

Shota Saito,Evaluation of the Bayes Code from Viewpoints of the Distribution of Its Codeword Lengths,IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences,vol.E98-A, no.12, pp. 2407–2414,2015

Nozomi MIYA,Asymptotics of Bayesian Inference for a Class of Probabilistic Models under Misspecification,IEICE Trans. Fundamentals,vol.E97-A, no.12, pp.2352–2360,2014

≪International Conference≫

Nozomi Miya,Reducing the Computational and Communication Complexity of a Distributed Optimization for Regularized Logistic Regression,Proceedings of 2019 IEEE International Conference on Systems, Man, and Cybernetics,pp.3454–3459, Bari,2019

Nozomi Miya,A Consideration on Classification of Extended Binary Memoryless Sources Under Which Distinct Huffman Codes Are Constructed,Proceedings of the 2018 International Symposium on Information Theory and its Applications,pp.572–576, Singapore,2018

Shota Saito,Fundamental Limit and Pointwise Asymptotics of the Bayes Code for Markov Sources,Proceedings of 2015 IEEE International Symposium on Information Theory,pp.1986–1990, Hong Kong, China,2015

Goki Yasuda,Asymptotics of MLE-based Prediction for Semi-supervised Learning,Proceedings of the 2014 International Symposium on Information Theory and Its Applications,p.343, Melbourne, Australia,2014

Shota Saito,Evaluation of the Minimum Overflow Threshold of Bayes Codes for a Markov Source,Proceedings of the 2014 International Symposium on Information Theory and Its Applications,pp.211–215,2014

Nozomi Miya,Asymptotics of Bayesian estimation for nested models under misspecification,Proceedings of the 2012 International Symposium on Information Theory and its Applications,pp.86–90, Honolulu, USA,2012

≪Conference≫

Hiroki Toriumi,A Consideration on Evolving Secret Sharing Schemes using Linear Codes,IEICE Tech. Rep.,vol.120, no.410, IT2020-132, pp.123–127,2021

Nozomi Miya,A Consideration on Extended Ternary Memoryless Sources with a Simple Construction of Binary Compact Codes,IEICE Tech. Rep.,vol.119, no.47, IT2019-7, pp.31–36,2019

Nozomi Miya,Consideration of Conditions of Extended Binary Memoryless Sources Under Which Distinct Ternary Huffman Codes Are Constructed,,pp.347–352,2018

Nozomi Miya,A Consideration on Conditions of Extended Binary Memoryless Sources where Different Huffman Codes are Constructed -- A Case that Combined Symbols Belong to the Same Group in the First and Second Steps of the Reduction --,IEICE Tech. Rep.,vol.117, no.394, IT2017-61, pp.37–42,2018

Nozomi Miya,A Consideration on Condition for Constructing Different Huffman Codes for Extended Binary Memoryless Sources,,pp.190–195,2017

Shota Saito,Another Representation on the Second-Order Achievable Rate Region of Slepian-Wolf Coding Problem for General Sources,,vol.114, no.470, IT2014-87, pp.159–165,2015

Shota SAITO,Asymptotic Normality and LIL of the Codeword Length of Bayes Codes for Stationary Ergodic Markov Sources,Proceedings of the 37th Symposium on Information Theory and its Applications,pp.28–33,2014

Shota SAITO,Evaluation of Minimum Overflow Threshold for Bayes Codes,Proceedings of the 36th Symposium on Information Theory and its Applications,pp.24-29,2013

≪etc≫

Association Memberships:

The Institute of Electronics, Information and Communication Engineers, Information Processing Society of Japan, The Japan Statistical Society, Japanese Society of Applied Statistics, The Japanese Society for Artificial Intelligence, Japanese Neural Network Society

Research Grants & Projects:

A Consideration on Classification of Extended Binary Memoryless Sources Under Which Distinct Huffman Codes Are Constructed

The Telecommunications Advancement Foundation

Project Year: Oct 2018 - Oct 2018 Investigator(s): Nozomi, MIYA

Committee Memberships:

Member, Program Committee, Electronics, Information and Systems Society, The Institute of Electrical Engineers of Japan since Apr. 2023

Chairperson, Program Committee, Electronics, Information and Systems Society, The Institute of Electrical Engineers of Japan since Apr. 2022 to Mar. 2023

The Institute of Electrical Engineers of Japan since Apr. 2020 to Mar. 2021

Member, Editorial Committee, Electronics, Information and Systems Society, The Institute of Electrical Engineers of Japan since Apr. 2021 to Mar. 2023

Vice Chairperson, Program Committee, Electronics, Information and Systems Society, The Institute of Electrical Engineers of Japan since Apr. 2021 to Mar. 2022

Secretary, Editorial Committee, Electronics, Information and Systems Society, The Institute of Electrical Engineers of Japan since Apr. 2020 to Mar. 2021

Member, Editorial Committee, Electronics, Information and Systems Society, The Institute of Electrical Engineers of Japan since Apr. 2019 to Mar. 2020

Secretary, Program Committee, Electronics, Information and Systems Society, The Institute of Electrical Engineers of Japan since Apr. 2019 to Mar. 2021

#### Personal Web Site

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