@book{CTT100711364, author = {Manabu Kuroki and Shohei Shimizu and 湊真一 and Masakazu Ishihata and YOSHIYUKI KABASHIMA and 田中和之 and Yoichi Motomura and 玉田嘉紀 and 鈴木譲 and Maomi Ueno}, title = {Probabilistic Graphical Model}, publisher = {共立出版}, year = 2016, } @article{CTT100734305, author = {Tomoyuki Obuchi and Yoshiyuki Kabashima and Kei Tokita}, title = {Relative species abundance of replicator dynamics with sparse interactions}, journal = {Journal of Statistical Mechanics: Theory and Experiment}, year = 2016, } @article{CTT100734306, author = {Shunsuke Watanabe and Yoshiyuki Kabashima}, title = {Resilience of antagonistic networks with regard to the effects of initial failures and degree-degree correlations}, journal = {Physical Review E}, year = 2016, } @article{CTT100712373, author = {Tomoyuki Obuchi and Yoshiyuki Kabashima and Kei Tokita}, title = {Multiple peaks of species abundance distributions induced by sparse interactions}, journal = {PHYSICAL REVIEW E}, year = 2016, } @article{CTT100712371, author = {Yingying Xu and Yoshiyuki Kabashima}, title = {Statistical mechanics analysis of thresholding 1-bit compressed sensing}, journal = {Journal of Statistical Mechanics: Theory and Experiment}, year = 2016, } @article{CTT100714740, author = {Paulo V. Rossi and Yoshiyuki Kabashima and Jun-ichi Inoue}, title = {Bayesian online compressed sensing}, journal = {Physical Review E}, year = 2016, } @article{CTT100712367, author = {Yoshinori Nakanishi-Ohno and Tomoyuki Obuchi and Masato Okada and Yoshiyuki Kabashima}, title = {Sparse approximation based on a random overcomplete basis}, journal = {Journal of Statistical Mechanics: Theory and Experiment}, year = 2016, } @article{CTT100708338, author = {Yoshifumi Shiraki and Yoshiyuki Kabashima}, title = {Typical reconstruction performance for distributed compressed sensing based on ℓ2,1-norm regularized least square and Bayesian optimal reconstruction: influences of noise}, journal = {Journal of Statistical Mechanics: Theory and Experiment}, year = 2016, } @article{CTT100708113, author = {Tomoyuki Obuchi and Yoshiyuki Kabashima}, title = {Cross validation in LASSO and its acceleration}, journal = {Journal of Statistical Mechanics: Theory and Experiment}, year = 2016, } @article{CTT100710265, author = {Yoshiyuki Kabashima and Florent Krzakala and Marc Mézard and Ayaka Sakata and Lenka Zdeborová}, title = {Phase Transitions and Sample Complexity in Bayes-Optimal Matrix Factorization}, journal = {IEEE TRANSACTIONS ON INFORMATION THEORY}, year = 2016, } @article{CTT100704975, author = {Mikko Vehkapera and Yoshiyuki Kabashima and Saikat Chatterjee}, title = {Analysis of Regularized LS Reconstruction and Random Matrix Ensembles in Compressed Sensing}, journal = {IEEE Transactions on Information Theory}, year = 2016, } @inproceedings{CTT100714744, author = {Tomoyuki Obuchi and Yoshiyuki Kabashima}, title = {Sampling approach to sparse approximation problem: determining degrees of freedom by simulated annealing}, booktitle = {Proceedings of 2016 24th European Signal Processing Conference (EUSIPCO)}, year = 2016, } @inproceedings{CTT100704974, author = {Tomoyuki Obuchi and Yoshiyuki Kabashima}, title = {Sparse approximation problem: how rapid simulated annealing succeeds and fails}, booktitle = {Journal of Physics: Conference Series}, year = 2016, }