"Shunta Arai,Satoshi Takabe","Deep unfolded local quantum annealing",,"Physical Review Research",,"Vol. 6",,"p. 043325",2024,Dec.
"Yuya Kawamuara,Satoshi Takabe","Accelerating Convergence of Stein Variational Gradient Descent via Deep Unfolding",,"IEEE Access",,"Vol. 12",,"pp. 177911-177918",2024,Dec.
"?邉 賢史","深層展開の基礎と展望",,"システム/制御/情報 : システム制御情報学会誌",,"Vol. 68","No. 11","p. 422",2024,Nov.
"荒井俊太,?邉賢史","深層展開を用いた半古典量子アニーリングの加速","日本物理学会年次大会",,,,,,2024,Sept.
"萩原涼,荒井俊太,?邉賢史","量子アニーラーを用いた深層展開型組合せ最適化ソルバーのための転移学習","日本物理学会年次大会",,,,,,2024,Sept.
"萩原涼,荒井俊太,?邉賢史","量子アニーラーを用いた深層展開型組合せ最適化ソルバーのための転移学習","電子情報通信学会信号処理研究会",,,,,,2024,Aug.
"Ryo Hagiwara,Satoshi Takabe","Convergence Acceleration of Markov Chain Monte Carlo-Based Gradient Descent by Deep Unfolding",,"Journal of Physics Society of Japan",,"Vol. 93",,"p. 063801",2024,May
"萩原涼,?邉賢史","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","日本物理学会",,,,,,2024,Mar.
"Satoshi Takabe,Takashi Abe","Hubbard?Stratonovich Detector for Simple Trainable MIMO Signal Detection",,"IEEE Wireless Communications Letters",,,,,2023,Dec.
"阿部傑,?邉賢史","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","情報理論とその応用シンポジウム(SITA2023)",,,,,,2023,Nov.
"?邉賢史","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","情報理論とその応用シンポジウム(SITA2023)",,,,,,2023,Nov.
"河村祐弥,?邉賢史","粒子型変分推論における深層展開と性能向上","IBIS2023",,,,,,2023,Oct.
"?邉賢史","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","日本物理学会年次大会",,,,,,2023,Sept.
"Kazuya Nagasato,Satoshi Takabe,Kazuyuki Shudo","Hypergraph Embedding Based on  Random Walk with Adjusted Transition Probabilities","The 25th International Conference on Big Data Analytics and Knowledge Discovery (DAWAK 2023)",,,,,,2023,Aug.
"河村祐弥,?邉賢史","深層展開による粒子型変分推定の収束加速","電子情報通信学会信号処理研究会",,,,,,2023,July
"?邉 賢史","低計算量な学習可能MIMO信号検出器に関する一検討","2023年電子情報通信学会総合大会",,,,,,2023,Mar.
"T. Wadayama,Satoshi Takabe","Proximal Decoding for LDPC Codes",,"IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences",,"Vol. E106-A","No. 3","pp. 359-367",2023,Mar.
"永里和哉,?邉賢史,首藤一幸","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","第15回データ工学と情報マネジメントに関するフォーラム???? ??????",,,,,,2023,Mar.
"永里和哉,?邉賢史,首藤一幸","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","ネットワーク科学研究会2022????? ??????",,,,,,2022,Aug.
"?邉 賢史","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―","ネットワーク科学研究会2022????? ??????",,,,,,2022,Aug.
"?邉賢史,和田山正,水谷 将成","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","信号処理研究会",,,,,,2022,Jan.
"Satoshi Takabe,Wadayama, T.","Convergence Acceleration via Chebyshev Step: Plausible Interpretation of Deep-Unfolded Gradient Descent",,"IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences",,"Vol. E105A","No. 8","pp. 1110-1120",2022,
"Wadayama, T.,Satoshi Takabe","Asymptotic Mean Squared Error of Noisy Periodical Successive Over-Relaxation",,"IEEE International Symposium on Information Theory - Proceedings",,"Vol. 2022-June",,"pp. 2273-2278",2022,
"Satoshi Takabe,TADASHI WADAYAMA,Masahito Hayashi","Refined Density Evolution Analysis of LDPC Codes for Successive Interference Cancellation","2021 IEEE Global Communications Conference (GLOBECOM)",,,,,,2021,Dec.
"TADASHI WADAYAMA,Satoshi Takabe","MSE-Optimaized Linear Transform for Noisy Fronthaul Channels in Distributed MIMO C-RAN","2021 IEEE Global Communications Conference (GLOBECOM)",,,,,,2021,Dec.
"TADASHI WADAYAMA,Satoshi Takabe","Proximal Decoding for LDPC-coded Massive MIMO Channels","2021 IEEE International Symposium on Information Theory (ISIT)",,,,,,2021,July
"TADASHI WADAYAMA,Satoshi Takabe","Chebyshev Periodical Successive Over-Relaxation for Accelerating Fixed-Point Iterations",,"IEEE Signal Processing Letters",,"Vol. 28",,"pp. 907-911",2021,Apr.
"Satoshi Takabe,Yuki Yamauchi,Tadashi Wadayama","Deep-Unfolded Sparse CDMA: Multiuser Detector and Sparse Signature Design",,"IEEE Access",,,,"pp. 1-1",2021,
"Satoshi Takabe,Tadashi Wadayama,Masahito Hayashi","Asymptotic Behavior of Spatial Coupling LDPC Coding for Compute-and-Forward Two-Way Relaying",,"IEEE Transactions on Communications",,,,"pp. 1-1",2020,July
"Daisuke Ito,Satoshi Takabe,Tadashi Wadayama","Trainable ISTA for Sparse Signal Recovery",,"IEEE Transactions on Signal Processing",,"Vol. 67","No. 12","pp. 3113-3125",2019,June
"Satoshi Takabe,Koji Hukushima","Typical performance of approximation algorithms for NP-hard problems",,"Journal of Statistical Mechanics: Theory and Experiment",,"Vol. 2016","No. 11","pp. 113401",2016,Nov.
"Takabe, S.,Hukushima, K.","Typical behavior of the linear programming method for combinatorial optimization problems: A statistical-mechanical perspective",,"Journal of the Physical Society of Japan",,"Vol. 83","No. 4",,2014,