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cs.LG2026
Prediction Under Imperfect Compression: A Theory of Approximate MDL
Qian Li, Xinyu Mao, Shang-Hua Teng +1
Minimum Description Length (MDL) formalizes the principle of Occam's razor by optimizing the total description length: . Fo…
cs.LG2023
On the Power of SVD in the Stochastic Block Model
Xinyu Mao, Jiapeng Zhang
A popular heuristic method for improving clustering results is to apply dimensionality reduction before running clustering algorithms. It has been observed that spectral-based dime…