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scale-invariant optimization

4 papers

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Co-occurring keywords · papers mentioning both

neural network optimization (2) path value (1) higher-order optimization (1) scale invariance (1) relu neural network (1) power iteration (1) non-negative matrix factorization (1) physics simulation (1) adaptive gradient method (1) physics-informed learning (1)

Papers

Remove that Square Root: A New Efficient Scale-Invariant Version of AdaGrad NeurIPS 2024 Scale Invariant Power Iteration JMLR 2023 Scale-invariant Learning by Physics Inversion NeurIPS 2022 G-SGD: Optimizing ReLU Neural Networks in its Positively Scale-Invariant Space ICLR 2019