Skip to content
conftrace_

polynomial learning

4 papers

Explore in graph

Co-occurring keywords · papers mentioning both

neural network (2) gradient descent (2) sample complexity (2) information-theoretic limit (1) second-order term (1) feature evaluation (1) sparse polynomial (1) information exponent (1) polynomial single-index model (1) theoretical guarantee (1)

Papers

Neural network learns low-dimensional polynomials with SGD near the information-theoretic limit NeurIPS 2024 Identifying good directions to escape the NTK regime and efficiently learn low-degree plus sparse polynomials NeurIPS 2022 Lifelong Learning in Costly Feature Spaces ALT 2017 Learning Polynomials with Neural Networks ICML 2014