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Alex Damian

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, 1:13 AM AMS

7

papers

660

total citations

papers (7)

Fine-Tuning Language Models with Just Forward Passes

NEURIPS 2023arXiv

Label Noise SGD Provably Prefers Flat Global Minimizers

NEURIPS 2021arXiv

How Transformers Learn Causal Structure with Gradient Descent

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

NEURIPS 2023arXiv

Understanding Optimization in Deep Learning with Central Flows

Provable Guarantees for Nonlinear Feature Learning in Three-Layer Neural Networks

NEURIPS 2023arXiv

The Generative Leap: Tight Sample Complexity for Efficiently Learning Gaussian Multi-Index Models