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Home/Authors/Rong Ge

Rong Ge

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 15, 2026, 3:11 AM AMS

9

papers

140

total citations

papers (9)

Smoothing the Landscape Boosts the Signal for SGD: Optimal Sample Complexity for Learning Single Index Models

NEURIPS 2023arXiv

A Regression Approach to Learning-Augmented Online Algorithms

NEURIPS 2021arXiv

Understanding Deflation Process in Over-parametrized Tensor Decomposition

NEURIPS 2021arXiv

Outlier-Robust Sparse Estimation via Non-Convex Optimization

NEURIPS 2022arXiv

Beyond Lazy Training for Over-parameterized Tensor Decomposition

NEURIPS 2020arXiv

On the Limitations of Temperature Scaling for Distributions with Overlaps

Robust Second-Order Nonconvex Optimization and Its Application to Low Rank Matrix Sensing

NEURIPS 2023arXiv

Task Descriptors Help Transformers Learn Linear Models In-Context

Connecting Pre-trained Language Model and Downstream Task via Properties of Representation