"Machine Learning (cs.LG)"

SiGeo: Sub-One-Shot NAS via Information Theory and Geometry of Loss Landscape
Neural Architecture Search (NAS) has become a widely used tool for automating neural network design. While one-shot NAS methods have …
Hua Zheng, Kuang-Hung Liu, Igor Fedorov, Xin Zhang, Wen-Yen Chen, Wei Wen
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SiGeo: Sub-One-Shot NAS via Information Theory and Geometry of Loss Landscape
Variance Reduction based Partial Trajectory Reuse to Accelerate Policy Gradient Optimization
Hua Zheng, Wei Xie
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