Akiko Takeda

8 papers at tracked venues · 7 at CORE A* · active 2024–2025

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Venues

ICML ×3 NeurIPS ×2 AAAI ×1 COLT ×1 ICLR ×1

Frequent coauthors

Andi Han

×5

Pierre-Louis Poirion

×2

Wei Huang

×2

Bamdev Mishra

×2

Pratik Kumar Jawanpuria

×2

Rei Higuchi

×1

Mingyi Li

×1

Michael R. Metel

×1

Zhanpeng Zhou

×1

Gang Niu

×1

Wuyang Chen

×1

Junchi Yan

×1

Papers

Efficient Optimization with Orthogonality Constraint: a Randomized Riemannian Submanifold Method
ICML 2025 ·
Andi Han
,
Pierre-Louis Poirion
, Akiko Takeda
Improving Convergence Guarantees of Random Subspace Second-order Algorithm for Nonconvex Optimization
ICLR 2025 ·
Rei Higuchi
,
Pierre-Louis Poirion
, Akiko Takeda
Modified K-means Algorithm with Local Optimality Guarantees
ICML 2025 ·
Mingyi Li
,
Michael R. Metel
, Akiko Takeda
On the Role of Label Noise in the Feature Learning Process
ICML 2025 ·
Andi Han
,
Wei Huang
,
Zhanpeng Zhou
,
Gang Niu
,
Wuyang Chen
,
Junchi Yan
, Akiko Takeda,
Taiji Suzuki
The Adaptive Complexity of Finding a Stationary Point
COLT 2025 ·
Huanjian Zhou
,
Andi Han
, Akiko Takeda,
Masashi Sugiyama
Zeroth-Order Methods for Nonconvex Stochastic Problems with Decision-Dependent Distributions
AAAI 2025 ·
Yuya Hikima
, Akiko Takeda
A Framework for Bilevel Optimization on Riemannian Manifolds
NeurIPS 2024 ·
Andi Han
,
Bamdev Mishra
,
Pratik Kumar Jawanpuria
, Akiko Takeda
SLTrain: a sparse plus low rank approach for parameter and memory efficient pretraining
NeurIPS 2024 ·
Andi Han
,
Jiaxiang Li
,
Wei Huang
,
Mingyi Hong
, Akiko Takeda,
Pratik Kumar Jawanpuria
,
Bamdev Mishra