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Home/Authors/Frederic Sala

Frederic Sala

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 14, 2026, 10:11 PM AMS

11

papers

198

total citations

papers (11)

Skill-it! A data-driven skills framework for understanding and training language models

NEURIPS 2023arXiv

NAS-Bench-360: Benchmarking Neural Architecture Search on Diverse Tasks

NEURIPS 2022arXiv

Weak-to-Strong Generalization Through the Data-Centric Lens

Promises and Pitfalls of Threshold-based Auto-labeling

NEURIPS 2023arXiv

Lifting Weak Supervision To Structured Prediction

NEURIPS 2022arXiv

AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels

NEURIPS 2022arXiv

Embroid: Unsupervised Prediction Smoothing Can Improve Few-Shot Classification

NEURIPS 2023arXiv

Train 'n Trade: Foundations of Parameter Markets

NEURIPS 2023arXiv

Mitigating Source Bias for Fairer Weak Supervision

NEURIPS 2023arXiv

Geometry-Aware Adaptation for Pretrained Models

NEURIPS 2023arXiv

Beyond Accuracy: Dissecting Mathematical Reasoning for LLMs Under Reinforcement Learning

NEURIPS 2025arXiv