Takeda, Akiko
25 publications
ICML
2025
Efficient Optimization with Orthogonality Constraint: A Randomized Riemannian Submanifold Method
AAAI
2025
Zeroth-Order Methods for Nonconvex Stochastic Problems with Decision-Dependent Distributions
NeurIPS
2024
SLTrain: A Sparse Plus Low Rank Approach for Parameter and Memory Efficient Pretraining
NeurIPS
2013
Global Solver and Its Efficient Approximation for Variational Bayesian Low-Rank Subspace Clustering