Licong Lin
Scholar

Licong Lin

Google Scholar ID: b1y1LooAAAAJ
PhD student at UC Berkeley
StatisticsMachine Learning
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Citations & Impact
All-time
Citations
494
 
H-index
8
 
i10-index
8
 
Publications
17
 
Co-authors
0
 
Contact
No contact links provided.
Publications
9 items
Cross-Validated Causal Inference: a Modern Method to Combine Experimental and Observational Data
2025
Cited
0
Improved Scaling Laws in Linear Regression via Data Reuse
2025
Cited
0
Minimax Optimal Convergence of Gradient Descent in Logistic Regression via Large and Adaptive Stepsizes
2025
Cited
0
A Statistical Theory of Contrastive Learning via Approximate Sufficient Statistics
2025
Cited
0
Improving LLM Safety Alignment with Dual-Objective Optimization
2025
Cited
0
A Statistical Theory of Contrastive Pre-training and Multimodal Generative AI
2025
Cited
0
Simplicity Prevails: Rethinking Negative Preference Optimization for LLM Unlearning
arXiv.org · 2024
Cited
1
Scaling Laws in Linear Regression: Compute, Parameters, and Data
Neural Information Processing Systems · 2024
Cited
16
Resume (English only)
Co-authors
0 total
Co-authors: 0 (list not available)