39 citations · 44 across the 2 of their papers we have counts for
2 papers
cs.LG2022★ 5 cited
Pruning's Effect on Generalization Through the Lens of Training and Regularization
Tian Jin, Michael Carbin, Daniel M. Roy +2
Practitioners frequently observe that pruning improves model generalization. A long-standing hypothesis based on bias-variance trade-off attributes this generalization improvement…
cs.PL2020★ 39 cited
Compiling ONNX Neural Network Models Using MLIR
Tian Jin, Gheorghe-Teodor Bercea, Tung D. Le +8
Deep neural network models are becoming increasingly popular and have been used in various tasks such as computer vision, speech recognition, and natural language processing. Machi…