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Julia Kempe

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, 11:22 PM AMS

8

papers

224

total citations

papers (8)

A Tale of Tails: Model Collapse as a Change of Scaling Laws

Beyond Model Collapse: Scaling Up with Synthesized Data Requires Verification

What Can the Neural Tangent Kernel Tell Us About Adversarial Robustness?

NEURIPS 2022arXiv

Embarrassingly Simple Dataset Distillation

Asymmetric REINFORCE for off-Policy Reinforcement Learning: Balancing positive and negative rewards

NEURIPS 2025arXiv

PILAF: Optimal Human Preference Sampling for Reward Modeling

DRoP: Distributionally Robust Data Pruning

Deconstructing the Goldilocks Zone of Neural Network Initialization