論文表記の著者名
Atsushi Nitanda
九州工業大学Machine Learning2021–2025 確定版
対象論文 11 本
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対象論文
論文一覧
- Uniform-in-time propagation of chaos for the mean-field gradient Langevin dynamics
- Primal and Dual Analysis of Entropic Fictitious Play for Finite-sum Problems
- Tight and fast generalization error bound of graph embedding in metric space
- Particle Stochastic Dual Coordinate Ascent: Exponential convergent algorithm for mean field neural network optimization
- Two-layer neural network on infinite dimensional data: global optimization guarantee in the mean-field regime
- Optimal Rates for Averaged Stochastic Gradient Descent under Neural Tangent Kernel Regime
- When does preconditioning help or hurt generalization?
- Generalization Error Bound for Hyperbolic Ordinal Embedding
- Deep learning is adaptive to intrinsic dimensionality of model smoothness in anisotropic Besov space
- Generalization Bounds for Graph Embedding Using Negative Sampling: Linear vs Hyperbolic
- Particle Dual Averaging: Optimization of Mean Field Neural Network with Global Convergence Rate Analysis