Ayaka Sakata - RankMe

25 papers B 3Journal 22

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Privacy-Accuracy Trade-offs in High-Dimensional LASSO under Perturbation Mechanisms. CoRR Ayaka Sakata, Haruka Tanzawa
2025	J	`jnl`	High-Dimensional Learning Dynamics of Quantized Models with Straight-Through Estimator. CoRR Yuma Ichikawa, Shuhei Kashiwamura, Ayaka Sakata
2025	J	`jnl`	Perfect reconstruction of sparse signals using nonconvexity control and one-step RSB message passing. CoRR Xiaosi Gu, Ayaka Sakata, Tomoyuki Obuchi
2025	J	`jnl`	The Effect of Optimal Self-Distillation in Noisy Gaussian Mixture Model. CoRR Kaito Takanami, Takashi Takahashi, Ayaka Sakata
2024	B	`conf`	Effect of Weight Quantization on Learning Models by Typical Case Analysis. ISIT Shuhei Kashiwamura, Ayaka Sakata, Masaaki Imaizumi
2024	J	`jnl`	Effect of Weight Quantization on Learning Models by Typical Case Analysis. CoRR Shuhei Kashiwamura, Ayaka Sakata, Masaaki Imaizumi
2023	J	`jnl`	Decision Theoretic Cutoff and ROC Analysis for Bayesian Optimal Group Testing. IEEE Trans. Inf. Theory Ayaka Sakata, Yoshiyuki Kabashima
2022	J	`jnl`	Prediction Errors for Penalized Regressions based on Generalized Approximate Message Passing. CoRR Ayaka Sakata
2021	J	`jnl`	Decision Theoretic Cutoff and ROC Analysis for Bayesian Optimal Group Testing. CoRR Ayaka Sakata, Yoshiyuki Kabashima
2020	J	`jnl`	Active pooling design in group testing based on Bayesian posterior prediction. CoRR Ayaka Sakata
2020	J	`jnl`	Bayesian inference of infected patients in group testing with prevalence estimation. CoRR Ayaka Sakata
2019	J	`jnl`	Cross validation in sparse linear regression with piecewise continuous nonconvex penalties and its acceleration. CoRR Tomoyuki Obuchi, Ayaka Sakata
2019	J	`jnl`	Perfect reconstruction of sparse signals with piecewise continuous nonconvex penalties and nonconvexity control. CoRR Ayaka Sakata, Tomoyuki Obuchi
2018	J	`jnl`	Estimator of Prediction Error Based on Approximate Message Passing for Penalized Linear Regression. CoRR Ayaka Sakata
2017	J	`jnl`	Approximate message passing for nonconvex sparse regularization with stability and asymptotic analysis. CoRR Ayaka Sakata, Yingying Xu
2016	J	`jnl`	Evaluation of Generalized Degrees of Freedom for Sparse Estimation by Replica Method. CoRR Ayaka Sakata
2016	J	`jnl`	Phase Transitions and Sample Complexity in Bayes-Optimal Matrix Factorization. IEEE Trans. Inf. Theory Yoshiyuki Kabashima, Florent Krzakala, Marc Mézard, Ayaka Sakata, Lenka Zdeborová
2015	J	`jnl`	Replica Symmetric Bound for Restricted Isometry Constant. CoRR Ayaka Sakata, Yoshiyuki Kabashima
2015	B	`conf`	Replica symmetric bound for restricted isometry constant. ISIT Ayaka Sakata, Yoshiyuki Kabashima
2014	J	`jnl`	Error correcting codes and spatial coupling. CoRR Rafah El-Khatib, Jean Barbier, Ayaka Sakata, Rüdiger L. Urbanke
2014	J	`jnl`	Phase transitions and sample complexity in Bayes-optimal matrix factorization. CoRR Yoshiyuki Kabashima, Florent Krzakala, Marc Mézard, Ayaka Sakata, Lenka Zdeborová
2013	J	`jnl`	Sample Complexity of Bayesian Optimal Dictionary Learning CoRR Ayaka Sakata, Yoshiyuki Kabashima
2013	B	`conf`	Sample complexity of Bayesian optimal dictionary learning. ISIT Ayaka Sakata, Yoshiyuki Kabashima
2012	J	`jnl`	A Mean-field Approach for an Intercarrier Interference Canceller for OFDM CoRR Ayaka Sakata, Yoshiyuki Kabashima, Yitzhak Peleg
2012	J	`jnl`	Statistical Mechanics of Dictionary Learning CoRR Ayaka Sakata, Yoshiyuki Kabashima