@article{CTT100911796,
  author = {Ryo Hagiwara and Satoshi Takabe},
  title = {Convergence Acceleration of Markov Chain Monte Carlo-Based Gradient Descent by Deep Unfolding},
  journal = {Journal of Physics Society of Japan},
  year = 2024,
}

@article{CTT100907043,
  author = {Satoshi Takabe and Takashi Abe},
  title = {Hubbard–Stratonovich Detector for Simple Trainable MIMO Signal Detection},
  journal = {IEEE Wireless Communications Letters},
  year = 2023,
}

@article{CTT100887523,
  author = {T. Wadayama and Satoshi Takabe},
  title = {Proximal Decoding for LDPC Codes},
  journal = {IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences},
  year = 2023,
}

@article{CTT100887522,
  author = {Satoshi Takabe and Wadayama, T.},
  title = {Convergence Acceleration via Chebyshev Step: Plausible Interpretation of Deep-Unfolded Gradient Descent},
  journal = {IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences},
  year = 2022,
}

@article{CTT100875286,
  author = {TADASHI WADAYAMA and Satoshi Takabe},
  title = {Chebyshev Periodical Successive Over-Relaxation for Accelerating Fixed-Point Iterations},
  journal = {IEEE Signal Processing Letters},
  year = 2021,
}

@article{CTT100861694,
  author = {Satoshi Takabe and Yuki Yamauchi and Tadashi Wadayama},
  title = {Deep-Unfolded Sparse CDMA: Multiuser Detector and Sparse Signature Design},
  journal = {IEEE Access},
  year = 2021,
}

@article{CTT100861696,
  author = {Satoshi Takabe and Tadashi Wadayama and Masahito Hayashi},
  title = {Asymptotic Behavior of Spatial Coupling LDPC Coding for Compute-and-Forward Two-Way Relaying},
  journal = {IEEE Transactions on Communications},
  year = 2020,
}

@article{CTT100861697,
  author = {Daisuke Ito and Satoshi Takabe and Tadashi Wadayama},
  title = {Trainable ISTA for Sparse Signal Recovery},
  journal = {IEEE Transactions on Signal Processing},
  year = 2019,
}

@article{CTT100861692,
  author = {Satoshi Takabe and Koji Hukushima},
  title = {Typical performance of approximation algorithms for NP-hard problems},
  journal = {Journal of Statistical Mechanics: Theory and Experiment},
  year = 2016,
}

@article{CTT100861716,
  author = {Takabe, S. and Hukushima, K.},
  title = {Typical behavior of the linear programming method for combinatorial optimization problems: A statistical-mechanical perspective},
  journal = {Journal of the Physical Society of Japan},
  year = 2014,
}

@inproceedings{CTT100911329,
  author = {萩原涼 and 髙邉賢史},
  title = {モンテカルロ法に基づく勾配降下法の深層展開による収束加速},
  booktitle = {},
  year = 2024,
}

@inproceedings{CTT100906881,
  author = {阿部傑 and 髙邉賢史},
  title = {大規模MIMOにおける低計算量な学習可能多値QAM信号検出器},
  booktitle = {},
  year = 2023,
}

@inproceedings{CTT100906880,
  author = {髙邉賢史},
  title = {シミュレーティッド分岐マシンを利用した深層展開型MIMO信号検出器},
  booktitle = {},
  year = 2023,
}

@inproceedings{CTT100906879,
  author = {河村祐弥 and 髙邉賢史},
  title = {粒子型変分推論における深層展開と性能向上},
  booktitle = {},
  year = 2023,
}

@inproceedings{CTT100903299,
  author = {髙邉賢史},
  title = {学習型シミュレーティッド分岐マシンを用いたMIMO信号検出},
  booktitle = {},
  year = 2023,
}

@inproceedings{CTT100903300,
  author = {Kazuya Nagasato and Satoshi Takabe and Kazuyuki Shudo},
  title = {Hypergraph Embedding Based on  Random Walk with Adjusted Transition Probabilities},
  booktitle = {},
  year = 2023,
}

@inproceedings{CTT100903298,
  author = {河村祐弥 and 髙邉賢史},
  title = {深層展開による粒子型変分推定の収束加速},
  booktitle = {},
  year = 2023,
}

@inproceedings{CTT100887527,
  author = {永里和哉 and 髙邉賢史 and 首藤一幸},
  title = {遷移確率を調整したランダムウォークに基づくハイパーグラフ埋め込み},
  booktitle = {},
  year = 2023,
}

@inproceedings{CTT100887529,
  author = {髙邉 賢史},
  title = {低計算量な学習可能MIMO信号検出器に関する一検討},
  booktitle = {},
  year = 2023,
}

@inproceedings{CTT100887524,
  author = {髙邉 賢史},
  title = {アドホックネットワークのランダムノード故障―連結性の理論解析―},
  booktitle = {},
  year = 2022,
}

@inproceedings{CTT100887526,
  author = {永里和哉 and 髙邉賢史 and 首藤一幸},
  title = {ランダムウォークを用いたハイパーグラフの埋め込み手法},
  booktitle = {},
  year = 2022,
}

@inproceedings{CTT100875290,
  author = {髙邉賢史 and 和田山正 and 水谷 将成},
  title = {TopK演算子を利用した深層展開型疎信号復元アルゴリズム},
  booktitle = {},
  year = 2022,
}

@inproceedings{CTT100887521,
  author = {Wadayama, T. and Satoshi Takabe},
  title = {Asymptotic Mean Squared Error of Noisy Periodical Successive Over-Relaxation},
  booktitle = {IEEE International Symposium on Information Theory - Proceedings},
  year = 2022,
}

@inproceedings{CTT100875267,
  author = {TADASHI WADAYAMA and Satoshi Takabe},
  title = {MSE-Optimaized Linear Transform for Noisy Fronthaul Channels in Distributed MIMO C-RAN},
  booktitle = {},
  year = 2021,
}

@inproceedings{CTT100875271,
  author = {Satoshi Takabe and TADASHI WADAYAMA and Masahito Hayashi},
  title = {Refined Density Evolution Analysis of LDPC Codes for Successive Interference Cancellation},
  booktitle = {},
  year = 2021,
}

@inproceedings{CTT100875272,
  author = {TADASHI WADAYAMA and Satoshi Takabe},
  title = {Proximal Decoding for LDPC-coded Massive MIMO Channels},
  booktitle = {},
  year = 2021,
}