Least Squares Superposition Codes With Bernoulli Dictionary are Still Reliable at Rates up to Capacity. - Yoshinari Takeishi; Masanori Kawakita; Jun'ichi Takeuchi (IEEE Trans. Inf. Theory, 2014)

An improved upper bound on block error probability of least squares superposition codes with unbiased Bernoulli dictionary. - Yoshinari Takeishi; Jun'ichi Takeuchi (ISIT, 2016)

An Improved Analysis of Least Squares Superposition Codes with Bernoulli Dictionary. - Yoshinari Takeishi; Jun'ichi Takeuchi (CoRR, 2018)

On Fisher Information Matrix for Simple Neural Networks with Softplus Activation. - Masazumi Iida; Yoshinari Takeishi; Jun'ichi Takeuchi (ISIT, 2022)

Approximate spectral decomposition of Fisher information matrix for simple ReLU networks. - Yoshinari Takeishi; Masazumi Iida; Jun'ichi Takeuchi (Neural Networks, 2023)

Risk Bound on MDL Estimator for Simple ReLU Networks. - Yoshinari Takeishi; Jun'ichi Takeuchi (ISIT, 2024)

Risk Bounds on MDL Estimators for Linear Regression Models with Application to Simple ReLU Neural Networks. - Yoshinari Takeishi; Jun'ichi Takeuchi (CoRR, 2024)

Sparse Superposition Codes with Binomial Dictionary are Capacity-Achieving with Maximum Likelihood Decoding. - Yoshinari Takeishi; Jun'ichi Takeuchi (CoRR, 2025)

Function Forms of Simple ReLU Networks with Random Hidden Weights. - Ka Long Keith Ho; Yoshinari Takeishi; Jun'ichi Takeuchi (CoRR, 2025)

Neural Tangent Kernels and Fisher Information Matrices for Simple ReLU Networks with Random Hidden Weights. - Jun'ichi Takeuchi; Yoshinari Takeishi; Noboru Murata; Kazushi Mimura; Ka Long Keith Ho; Hiroshi Nagaoka (CoRR, 2025)