A class of distortionless codes designed by Bayes decision theory. - Toshiyasu Matsushima; Hiroshige Inazumi; Shigeichi Hirasawa (IEEE Trans. Inf. Theory, 1991)

An inductive inference procedure to minimize prediction error. - Toshiyasu Matsushima; Hiroshige Inazumi; Shigeichi Hirasawa (IEEE Trans. Syst. Man Cybern., 1993)

On a Deductive Reasoning Model and Method for Uncertainty. - Makoto Suzuki; Toshiyasu Matsushima; Shigeichi Hirasawa (ICTAI, 1999)

An analysis of the difference of code lengths between two-step codes based on MDL principle and Bayes codes. - Masayuki Goto; Toshiyasu Matsushima; Shigeichi Hirasawa (IEEE Trans. Inf. Theory, 2001)

A Source Model with Probability Distribution over Word Set and Recurrence Time Theorem. - Masayuki Goto; Toshiyasu Matsushima; Shigeichi Hirasawa (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2003)

Bayes universal coding algorithm for side information context tree models. - Toshiyasu Matsushima; Shigeichi Hirasawa (ISIT, 2005)

A note on a decoding algorithm of codes on graphs with small loops. - Naoto Kobayashi; Toshiyasu Matsushima; Shigeichi Hirasawa (ITW, 2005)

A Heuristic Search Method with the Reduced List of Test Error Patterns for Maximum Likelihood Decoding. - Hideki Yagi; Toshiyasu Matsushima; Shigeichi Hirasawa (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2005)

New Traceability Codes Against a Generalized Collusion Attack for Digital Fingerprinting. - Hideki Yagi; Toshiyasu Matsushima; Shigeichi Hirasawa (WISA, 2006)

A Modification Method for Constructing Low-Density Parity-Check Codes for Burst Erasures. - Gou Hosoya; Hideki Yagi; Toshiyasu Matsushima; Shigeichi Hirasawa (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2006)

Properties of a Word-Valued Source with a Non-prefix-free Word Set. - Takashi Ishida 004; Masayuki Goto; Toshiyasu Matsushima; Shigeichi Hirasawa (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2006)

A Note on Error Correction Schemes with a Feedback Channel. - Naoto Kobayashi; Daiki Koizumi; Toshiyasu Matsushima; Shigeichi Hirasawa (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2006)

Transformation of a Parity-Check Matrix for a Message-Passing Algorithm over the BEC. - Naoto Kobayashi; Toshiyasu Matsushima; Shigeichi Hirasawa (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2006)

A Note on Construction of Orthogonal Arrays with Unequal Strength from Error-Correcting Codes. - Tomohiko Saito; Toshiyasu Matsushima; Shigeichi Hirasawa (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2006)

Fast Algorithm for Generating Candidate Codewords in Reliability-Based Maximum Likelihood Decoding. - Hideki Yagi; Toshiyasu Matsushima; Shigeichi Hirasawa (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2006)

Word Segmentation for the Sequences Emitted from a Word-Valued Source. - Takashi Ishida 004; Toshiyasu Matsushima; Shigeichi Hirasawa (CIT, 2007)

New Bounds for PMAC, TMAC, and XCBC. - Kazuhiko Minematsu; Toshiyasu Matsushima (FSE, 2007)

Tweakable Enciphering Schemes from Hash-Sum-Expansion. - Kazuhiko Minematsu; Toshiyasu Matsushima (INDOCRYPT, 2007)

A Note on Error Correction Schemes using LDPC codes with a High-Capacity Feedback Channel. - Naoto Kobayashi; Toshiyasu Matsushima; Shigeichi Hirasawa (ISIT, 2007)

On the -overflow probability of lossless codes. - Ryo Nomura; Toshiyasu Matsushima; Shigeichi Hirasawa (ISIT, 2007)

An Algorithm for Computing the Secrecy Capacity of Broadcast Channels with Confidential Messages. - Kensuke Yasui; Tota Suko; Toshiyasu Matsushima (ISIT, 2007)

Improved collusion-secure codes for digital fingerprinting based on finite geometries. - Hideki Yagi; Toshiyasu Matsushima; Shigeichi Hirasawa (SMC, 2007)

Reliability-Based Hybrid ARQ Scheme with Encoded Parity Bit Retransmissions and Message Passing Decoding. - Daiki Koizumi; Naoto Kobayashi; Toshiyasu Matsushima; Shigeichi Hirasawa (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2007)

Improved MACs from Differentially-Uniform Permutations. - Kazuhiko Minematsu; Toshiyasu Matsushima (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2007)

A Note on the epsilon-Overflow Probability of Lossless Codes. - Ryo Nomura; Toshiyasu Matsushima; Shigeichi Hirasawa (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2007)

A Generalization of the Parallel Error Correcting Codes by Allowing Some Random Errors. - Hideki Yagi; Toshiyasu Matsushima; Shigeichi Hirasawa (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2007)

Error control codes for parallel channel with correlated errors. - Hideki Yagi; Toshiyasu Matsushima; Shigeichi Hirasawa (ITW, 2008)

A Combined Matrix Ensemble of Low-Density Parity-Check Codes for Correcting a Solid Burst Erasure. - Gou Hosoya; Toshiyasu Matsushima; Shigeichi Hirasawa (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2008)

Density Evolution Analysis of Robustness for LDPC Codes over the Gilbert-Elliott Channel. - Manabu Kobayashi; Hideki Yagi; Toshiyasu Matsushima; Shigeichi Hirasawa (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2008)

Reducing the space complexity of a Bayes coding algorithm using an expanded context tree. - Toshiyasu Matsushima; Shigeichi Hirasawa (ISIT, 2009)

Bayesian Forecasting of WWW Traffic on the Time Varying Poisson Model. - Daiki Koizumi; Toshiyasu Matsushima; Shigeichi Hirasawa (PDPTA, 2009)

A Note on the Relation between a Sampling Theorem for Functions over a GF (q)n Domain and Linear Codes. - Yoshifumi Ukita; Tomohiko Saito; Toshiyasu Matsushima; Shigeichi Hirasawa (SMC, 2009)

Generalization and Extension of XEX* Mode. - Kazuhiko Minematsu; Toshiyasu Matsushima (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2009)

On the Condition of epsilon-Transmissible Joint Source-Channel Coding for General Sources and General Channels. - Ryo Nomura; Toshiyasu Matsushima; Shigeichi Hirasawa (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2009)

Fingerprinting Codes for Multimedia Data against Averaging Attack. - Hideki Yagi; Toshiyasu Matsushima; Shigeichi Hirasawa (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2009)

On the overflow probability of lossless codes with side information. - Ryo Nomura; Toshiyasu Matsushima (ISIT, 2010)

Toward computing the capacity region of degraded broadcast channel. - Kensuke Yasui; Toshiyasu Matsushima (ISIT, 2010)

A Note on the Branch-and-Cut Approach to Decoding Linear Block Codes. - Shunsuke Horii; Toshiyasu Matsushima; Shigeichi Hirasawa (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2010)

Estimation of the Effects in the Experimental Design Using Fourier Transforms. - Yoshifumi Ukita; Toshiyasu Matsushima; Shigeichi Hirasawa (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2010)

A Note on a Sampling Theorem for Functions over GF(q)n Domain. - Yoshifumi Ukita; Tomohiko Saito; Toshiyasu Matsushima; Shigeichi Hirasawa (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2010)

A note on relation between the Fourier coefficients and the effects in the experimental design. - Yoshifumi Ukita; Toshiyasu Matsushima (ICICS, 2011)

System evaluation of disk allocation methods for Cartesian product files by using error correcting codes. - Shigeichi Hirasawa; Tomohiko Saito; Hiroshige Inazumi; Toshiyasu Matsushima (SMC, 2011)

Probabilistic fault diagnosis and its analysis in multicomputer systems. - Manabu Kobayashi; Toshinori Takabatake; Toshiyasu Matsushima; Shigeichi Hirasawa (SMC, 2011)

Disk allocation methods for Cartesian product files using unequal error protection codes. - Tomohiko Saito; Hiroshige Inazumi; Toshiyasu Matsushima; Shigeichi Hirasawa (SMC, 2011)

A note on the degrees of freedom in an experimental design model based on an orthonormal system. - Yoshifumi Ukita; Toshiyasu Matsushima; Shigeichi Hirasawa (SMC, 2011)

A Note on the Linear Programming Decoding of Binary Linear Codes for Multiple-Access Channel. - Shunsuke Horii; Toshiyasu Matsushima; Shigeichi Hirasawa (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2011)

On the Overflow Probability of Fixed-to-Variable Length Codes with Side Information. - Ryo Nomura; Toshiyasu Matsushima (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2011)

An Analysis of Slepian-Wolf Coding Problem Based on the Asymptotic Normality. - Ryo Nomura; Toshiyasu Matsushima (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2011)

Information spectrum approach to overflow probability of variable-length codes with conditional cost function. - Ryo Nomura; Toshiyasu Matsushima (ISIT, 2012)

Fault diagnosis algorithm in multi-computer systems based on Lagrangian relaxation method. - Shunsuke Horii; Manabu Kobayashi; Toshiyasu Matsushima; Shigeichi Hirasawa (ISITA, 2012)

The optimal key estimation of stream ciphers and its approximation algorithm based on a probabilistic inference. - Yuji Iikubo; Shunsuke Horii; Toshiyasu Matsushima (ISITA, 2012)

An error probability estimation of the document classification using Markov model. - Manabu Kobayashi; Hiroshi Ninomiya; Toshiyasu Matsushima; Shigeichi Hirasawa (ISITA, 2012)

Asymptotics of Bayesian estimation for nested models under misspecification. - Nozomi Miya; Tota Suko; Goki Yasuda; Toshiyasu Matsushima (ISITA, 2012)

A note on ANOVA in an experimental design model based on an orthonormal system. - Yoshifumi Ukita; Toshiyasu Matsushima; Shigeichi Hirasawa (SMC, 2012)

Iterative multiuser joint decoding based on ADMM. - Shunsuke Horii; Tota Suko; Toshiyasu Matsushima; Shigeichi Hirasawa (GlobalSIP, 2013)

A Study on the Degrees of Freedom in an Experimental Design Model Based on an Orthonormal System. - Yoshifumi Ukita; Toshiyasu Matsushima; Shigeichi Hirasawa (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2013)

Evaluation of the minimum overflow threshold of bayes codes for a Markov source. - Shota Saito; Nozomi Miya; Toshiyasu Matsushima (ISITA, 2014)

A note on the correlated multiple matrix completion based on the convex optimization method. - Shunsuke Horii; Toshiyasu Matsushima; Shigeichi Hirasawa (SMC, 2014)

Robustness of syndrome analysis method in highly structured fault-diagnosis systems. - Manabu Kobayashi; Masayuki Goto; Toshiyasu Matsushima; Shigeichi Hirasawa (SMC, 2014)

Foreword. - Toshiyasu Matsushima (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2014)

Asymptotics of Bayesian Inference for a Class of Probabilistic Models under Misspecification. - Nozomi Miya; Tota Suko; Goki Yasuda; Toshiyasu Matsushima (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2014)

Fundamental limit and pointwise asymptotics of the Bayes code for Markov sources. - Shota Saito; Nozomi Miya; Toshiyasu Matsushima (ISIT, 2015)

Evaluation of the Bayes Code from Viewpoints of the Distribution of Its Codeword Lengths. - Shota Saito; Nozomi Miya; Toshiyasu Matsushima (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2015)

Linear programming decoding of binary linear codes for symbol-pair read channels. - Shunsuke Horii; Toshiyasu Matsushima; Shigeichi Hirasawa (ISIT, 2016)

A note on support recovery of sparse signals using linear programming. - Shunsuke Horii; Toshiyasu Matsushima; Shigeichi Hirasawa (ISITA, 2016)

Regenerating codes with generalized conditions of reconstruction and regeneration. - Akira Kamatsuka; Yuta Azuma; Takahiro Yoshida; Toshiyasu Matsushima (ISITA, 2016)

A maximum likelihood decoding algorithm of Gabidulin codes in deterministic network coding. - Koki Kazama; Akira Kamatsuka; Toshiyasu Matsushima (ISITA, 2016)

Theoretical limit of type-I hybrid selective-repeat ARQ with finite receiver buffer. - Yasunari Maeda; Toshiyasu Matsushima (ISITA, 2016)

A note on unequal error protection in random network coding. - Tomohiko Saito; Koki Kazama; Toshihiro Niinomi; Toshiyasu Matsushima (ISITA, 2016)

Threshold of overflow probability in terms of smooth max-entropy for variable-length compression allowing errors. - Shota Saito; Toshiyasu Matsushima (ISITA, 2016)

Relationships between correlation of information stored on nodes and coding efficiency for cooperative regenerating codes. - Takahiro Yoshida; Toshiyasu Matsushima (ISITA, 2016)

Linear Programming Decoding of Binary Linear Codes for Symbol-Pair Read Channel. - Shunsuke Horii; Toshiyasu Matsushima; Shigeichi Hirasawa (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2016)

Second-Order Achievable Rate Region of Slepian-Wolf Coding Problem in terms of Smooth Max-Entropy for General Sources. - Shota Saito; Toshiyasu Matsushima (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2016)

Threshold of Overflow Probability Using Smooth Max-Entropy in Lossless Fixed-to-Variable Length Source Coding for General Sources. - Shota Saito; Toshiyasu Matsushima (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2016)

Collaborative Filtering Based on the Latent Class Model for Attributes. - Manabu Kobayashi; Kenta Mikawa; Masayuki Goto; Toshiyasu Matsushima; Shigeichi Hirasawa (ICMLA, 2017)

Variable-length lossy compression allowing positive overflow and excess distortion probabilities. - Shota Saito; Hideki Yagi; Toshiyasu Matsushima (ISIT, 2017)

Spatially "Mt. Fuji" Coupled LDPC Codes. - Yuta Nakahara; Shota Saito; Toshiyasu Matsushima (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2017)

Evaluation of Overflow Probability of Bayes Code in Moderate Deviation Regime. - Shota Saito; Toshiyasu Matsushima (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2017)

Bayesian Independent Component Analysis under Hierarchical Model on Independent Components. - Kai Asaba; Shota Saito; Shunsuke Horii; Toshiyasu Matsushima (APSIPA, 2018)

Cumulant Generating Function of Codeword Lengths in Variable-Length Lossy Compression Allowing Positive Excess Distortion Probability. - Shota Saito; Toshiyasu Matsushima (ISIT, 2018)

Sparse Bayesian Hierarchical Mixture of Experts and Variational Inference. - Yuji Iikubo; Shunsuke Horii; Toshiyasu Matsushima (ISITA, 2018)

New Results on Variable-Length Lossy Compression Allowing Positive Overflow and Excess Distortion Probabilities. - Shota Saito; Hideki Yagi; Toshiyasu Matsushima (ISITA, 2018)

Variable-Length Intrinsic Randomness Allowing Positive Value of the Average Variational Distance. - Jun Yoshizawa; Shota Saito; Toshiyasu Matsushima (ISITA, 2018)

Linear Programming Bounds for Multi-level Unequal Protection Codes. - Tomohiko Saito; Toshiyasu Matsushima; Shigeichi Hirasawa (SMC, 2018)

Non-Asymptotic and Asymptotic Fundamental Limits of Guessing Subject to Distortion. - Shota Saito; Toshiyasu Matsushima (CoRR, 2018)

Probabilistic Fault Diagnosis and its Analysis in Multicomputer Systems. - Manabu Kobayashi; Toshiyasu Matsushima; Shigeichi Hirasawa (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2018)

A Note on Weight Distributions of Spatially "Mt. Fuji" Coupled LDPC Codes. - Yuta Nakahara; Toshiyasu Matsushima (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2018)

Distributed Stochastic Gradient Descent Using LDGM Codes. - Shunsuke Horii; Takahiro Yoshida; Manabu Kobayashi; Toshiyasu Matsushima (ISIT, 2019)

Non-Asymptotic Fundamental Limits of Guessing Subject to Distortion. - Shota Saito; Toshiyasu Matsushima (ISIT, 2019)

Covariance Evolution for Spatially "Mt. Fuji" Coupled LDPC Codes. - Yuta Nakahara; Toshiyasu Matsushima (ITW, 2019)

Model Selection of Bayesian Hierarchical Mixture of Experts based on Variational Inference. - Yuji Iikubo; Shunsuke Horii; Toshiyasu Matsushima (SMC, 2019)

Reducing the Computational and Communication Complexity of a Distributed Optimization for Regularized Logistic Regression. - Nozomi Miya; Hideyuki Masui; Hajime Jinushi; Toshiyasu Matsushima (SMC, 2019)

Variable-Length Intrinsic Randomness on Two Performance Criteria Based on Variational Distance. - Jun Yoshizawa; Shota Saito; Toshiyasu Matsushima (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2019)

A Statistical Decision-Theoretic Approach for Measuring Privacy Risk and Utility in Databases. - Alisa Miyashita; Akira Kamatsuka; Takahiro Yoshida; Toshiyasu Matsushima (CISS, 2020)

A Stochastic Model of Block Segmentation Based on the Quadtree and the Bayes Code for It. - Yuta Nakahara; Toshiyasu Matsushima (DCC, 2020)

Theoretical Analysis of the Advantage of Deepening Neural Networks. - Yasushi Esaki; Yuta Nakahara; Toshiyasu Matsushima (ICMLA, 2020)

Evaluation of Error Probability of Classification Based on the Analysis of the Bayes Code. - Shota Saito; Toshiyasu Matsushima (ISIT, 2020)

A Note on a Relationship between Smooth Locally Decodable Codes and Private Information Retrieval. - Koki Kazama; Akira Kamatsuka; Takahiro Yoshida; Toshiyasu Matsushima (ISITA, 2020)

Autoregressive Image Generative Models with Normal and t-distributed Noise and the Bayes Codes for Them. - Yuta Nakahara; Toshiyasu Matsushima (ISITA, 2020)

On Two Information Quantities Relating Two Distortion Balls. - Shota Saito; Toshiyasu Matsushima (ISITA, 2020)

Analysis of Decoding Error Probability of Spatially "Mt. Fuji" Coupled LDPC Codes in Waterfall Region of the BEC. - Yuta Nakahara; Toshiyasu Matsushima (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2020)

A Bayesian Decision-Theoretic Change-Point Detection for i.p.i.d. Sources. - Kairi Suzuki; Akira Kamatsuka; Toshiyasu Matsushima (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2020)

Evaluation of Error Probability of Classification Based on the Analysis of the Bayes Code: Extension and Example. - Shota Saito; Toshiyasu Matsushima (ISIT, 2021)

Privacy-Utility Trade-off with the Stratonovich's Value of Information. - Akira Kamatsuka; Takahiro Yoshida; Toshiyasu Matsushima (ITW, 2021)

Hyperparameter Learning of Stochastic Image Generative Models with Bayesian Hierarchical Modeling and Its Effect on Lossless Image Coding. - Yuta Nakahara; Toshiyasu Matsushima (ITW, 2021)

An Efficient Bayes Coding Algorithm for the Non-Stationary Source in Which Context Tree Model Varies from Interval to Interval. - Koshi Shimada; Shota Saito; Toshiyasu Matsushima (ITW, 2021)

Meta-Tree Random Forest: Probabilistic Data-Generative Model and Bayes Optimal Prediction. - Nao Dobashi; Shota Saito; Yuta Nakahara; Toshiyasu Matsushima (Entropy, 2021)

A Stochastic Model for Block Segmentation of Images Based on the Quadtree and the Bayes Code for It. - Yuta Nakahara; Toshiyasu Matsushima (Entropy, 2021)

A Generalization of the Stratonovich's Value of Information and Application to Privacy-Utility Trade-off. - Akira Kamatsuka; Takahiro Yoshida; Toshiyasu Matsushima (ISIT, 2022)

Probability Distribution on Rooted Trees. - Yuta Nakahara; Shota Saito; Akira Kamatsuka; Toshiyasu Matsushima (ISIT, 2022)

Bayes Optimal Estimation and Its Approximation Algorithm for Difference with and without Treatment under URLC Model. - Taisuke Ishiwatari; Shota Saito; Yuta Nakahara; Yuji Iikubo; Toshiyasu Matsushima (ISITA, 2022)

An Algorithm for Computing the Stratonovich's Value of Information. - Akira Kamatsuka; Takahiro Yoshida; Koki Kazama; Toshiyasu Matsushima (ISITA, 2022)

A Group-Type Distributed Secure Coded Computation Scheme Based on a Secret Sharing. - Koki Kazama; Toshiyasu Matsushima (ISITA, 2022)

A Group-Type Distributed Coded Computation Scheme Based on a Gabidulin Code. - Koki Kazama; Toshiyasu Matsushima (ISITA, 2022)

Two-dimensional Autoregressive Model with Time-varying Parameters and the Bayes Codes. - Yuta Nakahara; Toshiyasu Matsushima (ISITA, 2022)

Stochastic 2D Signal Generative Model with Wavelet Packets Basis Regarded as a Random Variable and Bayes Optimal Processing. - Ryohei Oka; Yuta Nakahara; Toshiyasu Matsushima (CoRR, 2022)

Stochastic Model of Block Segmentation Based on Improper Quadtree and Optimal Code under the Bayes Criterion. - Yuta Nakahara; Toshiyasu Matsushima (Entropy, 2022)

Probability Distribution on Full Rooted Trees. - Yuta Nakahara; Shota Saito; Akira Kamatsuka; Toshiyasu Matsushima (Entropy, 2022)

The Ratio of the Desired Parameters of Deep Neural Networks. - Yasushi Esaki; Yuta Nakahara; Toshiyasu Matsushima (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2022)

Upper Bound on Privacy-Utility Tradeoff Allowing Positive Excess Distortion Probability. - Shota Saito; Toshiyasu Matsushima (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2022)

Hyperparameter Learning of Bayesian Context Tree Models. - Yuta Nakahara; Shota Saito; Koshi Shimada; Toshiyasu Matsushima (ISIT, 2023)

Prediction Algorithms Achieving Bayesian Decision Theoretical Optimality Based on Decision Trees as Data Observation Processes. - Yuta Nakahara; Shota Saito; Naoki Ichijo; Koki Kazama; Toshiyasu Matsushima (CoRR, 2023)

Asymptotic Evaluation of Classification in the Presence of Label Noise. - Goki Yasuda; Tota Suko; Manabu Kobayashi; Toshiyasu Matsushima (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2023)

Non-Asymptotic Bounds of Cumulant Generating Function of Codeword Lengths in Variable-Length Lossy Compression. - Shota Saito; Toshiyasu Matsushima (IEEE Trans. Inf. Theory, 2023)

Bayesian Decision-Theoretic Prediction with Ensemble of Meta-Trees for Classification Problems. - Naoki Ichijo; Ryota Maniwa; Yuta Nakahara; Koshi Shimada; Toshiyasu Matsushima (ISITA, 2024)

Necessary and Sufficient Conditions for Capacity-Achieving Private Information Retrieval and Its Construction Method. - Atsushi Miki; Yusuke Morishita; Toshiyasu Matsushima (ISITA, 2024)

An Efficient Image Segmentation Algorithm Based on Bayes Decision Theory and its Application for Region Detection. - Yilun Wang; Koshi Shimada; Toshiyasu Matsushima (ISITA, 2024)

An Algorithmic Framework for Constructing Multiple Decision Trees by Evaluating Their Combination Performance Throughout the Construction Process. - Keito Tajima; Naoki Ichijo; Yuta Nakahara; Koshi Shimada; Toshiyasu Matsushima (SMC, 2024)

Boosting-Based Sequential Meta-Tree Ensemble Construction for Improved Decision Trees. - Ryota Maniwa; Naoki Ichijo; Yuta Nakahara; Toshiyasu Matsushima (CoRR, 2024)

An Algorithmic Framework for Constructing Multiple Decision Trees by Evaluating Their Combination Performance Throughout the Construction Process. - Keito Tajima; Naoki Ichijo; Yuta Nakahara; Toshiyasu Matsushima (CoRR, 2024)

Necessary and Sufficient Conditions for Capacity-Achieving Private Information Retrieval with Non-Colluding and Colluding Servers. - Atsushi Miki; Yusuke Morishita; Toshiyasu Matsushima (CoRR, 2024)

Batch Updating of a Posterior Tree Distribution Over a Meta-Tree. - Yuta Nakahara; Toshiyasu Matsushima (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2024)

An Efficient Bayes Coding Algorithm for Changing Context Tree Model. - Koshi Shimada; Shota Saito; Toshiyasu Matsushima (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2024)

Bayesian Decision Theory on Decision Trees: Uncertainty Evaluation and Interpretability. - Yuta Nakahara; Shota Saito; Naoki Ichijo; Koki Kazama; Toshiyasu Matsushima (AISTATS, 2025)

A Lower Bound for the Number of Linear Regions of Ternary ReLU Regression Neural Networks. - Yuta Nakahara; Manabu Kobayashi; Toshiyasu Matsushima (CoRR, 2025)

Bayes optimal estimation and its approximation algorithm for difference with and without treatment under IRSLC model. - Taisuke Ishiwatari; Shota Saito; Yuta Nakahara; Yuji Iikubo; Toshiyasu Matsushima (Int. J. Data Sci. Anal., 2025)