Akiko Takeda

5 catalog papers. Name-matched publications do not establish a verified researcher identity.

Publications

• On lp-hyperparameter Learning via Bilevel Nonsmooth Optimization — Journal of Machine Learning Research 2021
• Stochastic Proximal Methods for Non-Smooth Non-Convex Constrained Sparse Optimization — Journal of Machine Learning Research 2021
• A Unified Formulation and Fast Accelerated Proximal Gradient Method for Classification — Journal of Machine Learning Research 2017
• Geometric Intuition and Algorithms for Ev--SVM — Journal of Machine Learning Research 2015
• Conjugate Relation between Loss Functions and Uncertainty Sets in Classification Problems — Journal of Machine Learning Research 2013