Presentation (Selected)
- A. Sakata,
"Evolutionary Shaping of Low-Dimensional Path Facilitates Robust and Plastic Switching Between Phenotypes"
Makuhari Messe, August 2023.
- A. Sakata,
"Statistical Physics Insights on Learning Gaussian Bayesian Networks with Incomplete Data"
Statphys28, The University of Tokyo, August 2023.
- A. Sakata,
"Inference with nonconvex functions:
Actual performance and implementation"
Bristol Data Week, Bristol University, June 2023.
- A. Sakata,
"Decision Theoretic Cutoff and ROC Analysis for Bayesian Optimal Group Testing"
Workshop on Functional Inference and Machine Intelligence, The Institute of Statistical Mathematics, March 2023.
- A. Sakata,
"Statistical physics for the Bayesian statistical decision: an application to Group Testing"
ipi seminar, University of Tokyo, January 2022 (online).
- A. Sakata,
"Active pooling design in group testing based on Bayesian posterior prediction"
Bristol-ISM workshop, Bristol University, September 2020 (online).
- A. Sakata,
"Model selection with piecewise continuous nonconvex penalty"
High Dimensional and Bayesian Inference toward Quantifying Real-World Uncertainties, Bristol, UK, May 2019.
- A. Sakata,
"Approximate message passing for nonconvex sparse regularization and its convergence condition"
ISI-ISM-ISSAS Joint Conference,Tokyo, Japan, November 2017.
- A. Sakata,
"Estimation of generalized degrees of freedom for sparse regularization"
SPDSA2016, Sendai, Japan, January 2016.
- A. Sakata and Y. Kabashima,
"Replica Symmetric Bound for Restricted Isometry Constant"
IEEE International Symposium on Information Theory, Hong Kong, June 2015.
- A. Sakata,
"Sample Complexity and Belief Propagation Algorithm in Dictionary Learning"
Collective dynamics in information systems, Beijing, China, October 2014.
- A. Sakata,
"Time evolution of autocorrelation function in dynamical replica theory"
ICSG2013, Sapporo, Japan, July 2013.
- A. Sakata and Y. Kabashima,
"Statistical Mechanical Analysis of Bayesian Optimal Dictionary Learning"
STATPHYS25, Seoul, Korea, July 2013.
- A. Sakata and Y. Kabashima,
"Sample Complexity of Bayesian Optimal Dictionary Learning"
IEEE International Symposium on Information Theory, Istanbul, Turkey, July 2013.
- A. Sakata, K. Hukushima and K. Kaneko,
"Replica Symmetry in evolution under thermal noise"
Conference "Physics and Biological Systems", Orsay, France, June 2011.
- A. Sakata and K. Hukushima,
"Phase transition with respect to replica number in spin-glass
model with a locally embedded pattern"
STATPHYS24, Convention centre, Cairns, Australia, July 2010.
- A. Sakata, K. Hukushima, and K. Kaneko,
"Funnel landscape and mutational robustness as a result of
evolution under thermal noise"
International Symposium on Complex Systems Biology,
The University of Tokyo, Tokyo, Japan, September 2009.
- A. Sakata and K. Hukushima,
"Frustration of a finite replicated spin glass system"
SciSSP2009, ISSP, The University of Tokyo, Chiba, Japan, February 2009.
- A. Sakata and K. Hukushima,
"Partially annealed spin system with long range interactions"
International Workshop on "Novel Aspects of Phase Transitions with Long-range Interactions",
The University of Tokyo, Tokyo, Japan, October 2008.
- A. Sakata, K. Hukushima and K. Kaneko,
"A statistical mechanical study of evolution of robustness under noisy environment"
SigmaPhi2008, Orthodox academy of Crete, Greece, July 2008.
- A Sakata, M Hisakado and S Mori,
"Infectious Default Models and Correlation Structures"
Econophysics Colloquium 2006, International Christian University (ICU), Tokyo, Japanˇ¤November 2006.