conftrace_

directional derivative

6 papers

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Co-occurring keywords

instance-adaptive algorithm (1) heteroskedastic noise (4) neural network generalization (19) laplacian eigenvector (3) function evaluation (8) anisotropic kernel (3) graph neural network (3962) hessian trace (5) gradient weighting (4) directional graph (1)

Papers

Can Forward Gradient Match Backpropagation? ICML 2023
MixupE: Understanding and improving Mixup from directional derivative perspective UAI 2023
Approximate Function Evaluation via Multi-Armed Bandits AISTATS 2022
Directional Graph Networks ICML 2021
Efficient Learning of Generative Models via Finite-Difference Score Matching NIPS 2020
Gradients Weights improve Regression and Classification JMLR 2016