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2020 – today
- 2024
[c3]Shuhei Kashiwamura, Ayaka Sakata, Masaaki Imaizumi:
Effect of Weight Quantization on Learning Models by Typical Case Analysis. ISIT 2024: 357-362- [i16]Shuhei Kashiwamura, Ayaka Sakata, Masaaki Imaizumi:
Effect of Weight Quantization on Learning Models by Typical Case Analysis. CoRR abs/2401.17269 (2024) - 2023
- [j2]Ayaka Sakata
, Yoshiyuki Kabashima:
Decision Theoretic Cutoff and ROC Analysis for Bayesian Optimal Group Testing. IEEE Trans. Inf. Theory 69(9): 5902-5920 (2023) - 2022
- [i15]Ayaka Sakata:
Prediction Errors for Penalized Regressions based on Generalized Approximate Message Passing. CoRR abs/2206.12832 (2022) - 2021
- [i14]Ayaka Sakata, Yoshiyuki Kabashima:
Decision Theoretic Cutoff and ROC Analysis for Bayesian Optimal Group Testing. CoRR abs/2110.10877 (2021) - 2020
- [i13]Ayaka Sakata:
Bayesian inference of infected patients in group testing with prevalence estimation. CoRR abs/2004.13667 (2020) - [i12]Ayaka Sakata:
Active pooling design in group testing based on Bayesian posterior prediction. CoRR abs/2007.13323 (2020)
2010 – 2019
- 2019
- [i11]Ayaka Sakata, Tomoyuki Obuchi:
Perfect reconstruction of sparse signals with piecewise continuous nonconvex penalties and nonconvexity control. CoRR abs/1902.07436 (2019) - [i10]Tomoyuki Obuchi, Ayaka Sakata:
Cross validation in sparse linear regression with piecewise continuous nonconvex penalties and its acceleration. CoRR abs/1902.10375 (2019) - 2018
- [i9]Ayaka Sakata:
Estimator of Prediction Error Based on Approximate Message Passing for Penalized Linear Regression. CoRR abs/1802.06939 (2018) - 2017
- [i8]Ayaka Sakata, Yingying Xu:
Approximate message passing for nonconvex sparse regularization with stability and asymptotic analysis. CoRR abs/1711.02795 (2017) - 2016
- [j1]Yoshiyuki Kabashima, Florent Krzakala, Marc Mézard, Ayaka Sakata, Lenka Zdeborová:
Phase Transitions and Sample Complexity in Bayes-Optimal Matrix Factorization. IEEE Trans. Inf. Theory 62(7): 4228-4265 (2016) - [i7]Ayaka Sakata:
Evaluation of Generalized Degrees of Freedom for Sparse Estimation by Replica Method. CoRR abs/1602.06506 (2016) - 2015
- [c2]Ayaka Sakata, Yoshiyuki Kabashima:
Replica symmetric bound for restricted isometry constant. ISIT 2015: 2006-2010 - [i6]Ayaka Sakata, Yoshiyuki Kabashima:
Replica Symmetric Bound for Restricted Isometry Constant. CoRR abs/1501.06281 (2015) - 2014
- [i5]Yoshiyuki Kabashima, Florent Krzakala, Marc Mézard, Ayaka Sakata, Lenka Zdeborová:
Phase transitions and sample complexity in Bayes-optimal matrix factorization. CoRR abs/1402.1298 (2014) - [i4]Rafah El-Khatib, Jean Barbier, Ayaka Sakata, Rüdiger L. Urbanke:
Error correcting codes and spatial coupling. CoRR abs/1409.7465 (2014) - 2013
- [c1]Ayaka Sakata, Yoshiyuki Kabashima:
Sample complexity of Bayesian optimal dictionary learning. ISIT 2013: 669-673 - [i3]Ayaka Sakata, Yoshiyuki Kabashima:
Sample Complexity of Bayesian Optimal Dictionary Learning. CoRR abs/1301.6199 (2013) - 2012
- [i2]Ayaka Sakata, Yoshiyuki Kabashima:
Statistical Mechanics of Dictionary Learning. CoRR abs/1203.6178 (2012) - [i1]Ayaka Sakata, Yoshiyuki Kabashima, Yitzhak Peleg:
A Mean-field Approach for an Intercarrier Interference Canceller for OFDM. CoRR abs/1205.3594 (2012)
Coauthor Index
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