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Home/Authors/Atsushi Nitanda

Atsushi Nitanda

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 16, 2026, 4:25 AM AMS

8

papers

113

total citations

papers (8)

Deep learning is adaptive to intrinsic dimensionality of model smoothness in anisotropic Besov space

NEURIPS 2021arXiv

Particle Dual Averaging: Optimization of Mean Field Neural Network with Global Convergence Rate Analysis

NEURIPS 2021arXiv

Koopman-based generalization bound: New aspect for full-rank weights

Propagation of Chaos for Mean-Field Langevin Dynamics and its Application to Model Ensemble

Convergence of mean-field Langevin dynamics: time-space discretization, stochastic gradient, and variance reduction

Generalization Bounds for Graph Embedding Using Negative Sampling: Linear vs Hyperbolic

Two-layer neural network on infinite dimensional data: global optimization guarantee in the mean-field regime

Feature learning via mean-field Langevin dynamics: classifying sparse parities and beyond