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hermite polynomial

8 papers

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activation function (2) profit (1) multi-index model (1) hermite polynomial activation (1) kernel sequence (1) bookmaking (1) gambler (1) loss (1) odds (1) hermite polynomial feature (1)

Papers

Emergence of Globally Attracting Fixed Points in Deep Neural Networks With Nonlinear Activations AISTATS 2025 Learning Gaussian Multi-Index Models with Gradient Flow: Time Complexity and Directional Convergence AISTATS 2025 Optimal Online Bookmaking for Any Number of Outcomes COLT 2025 Optimal Activation Functions for the Random Features Regression Model ICLR 2023 Overparameterized Random Feature Regression with Nearly Orthogonal Data AISTATS 2023 Hermite Polynomial Features for Private Data Generation ICML 2022 Multi-scale Spatial Representation Learning via Recursive Hermite Polynomial Networks IJCAI 2022 Generating Accurate Pseudo-Labels in Semi-Supervised Learning and Avoiding Overconfident Predictions via Hermite Polynomial Activations CVPR 2020