Baekrok Shin

According to our database, Baekrok Shin authored at least 4 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Implicit Bias and Loss of Plasticity in Matrix Completion: Depth Promotes Low-Rankness.

Baekrok Shin, Chulhee Yun

CoRR, March, 2026

Uniform Spectral Growth and Convergence of Muon in LoRA-Style Matrix Factorization.

Changmin Kang, Jihun Yun, Baekrok Shin, Yeseul Cho, Chulhee Yun

CoRR, February, 2026

2025

Lightweight Dataset Pruning without Full Training via Example Difficulty and Prediction Uncertainty.

Yeseul Cho, Baekrok Shin, Changmin Kang, Chulhee Yun

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

DASH: Warm-Starting Neural Network Training in Stationary Settings without Loss of Plasticity.

Baekrok Shin, Junsoo Oh, Hanseul Cho, Chulhee Yun

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024