conftrace_

single index model

13 papers

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Also known as

SIM

Co-occurring keywords

high-dimensional statistics (145) lipschitz function (22) monotonic function (10) generative prior (55) neural network optimization (1293) sample complexity (1169) group inference (1) error bound (88) semi-parametric model (18) leverage score sampling (22)

Papers

Robust group and simultaneous inferences for high-dimensional single index model NIPS 2024
Agnostic Active Learning of Single Index Models with Linear Sample Complexity COLT 2024
Efficient Algorithms for Non-gaussian Single Index Models with Generative Priors AAAI 2024
Gradient-Based Feature Learning under Structured Data NIPS 2023
Smoothing the Landscape Boosts the Signal for SGD: Optimal Sample Complexity for Learning Single Index Models NIPS 2023
Non-Iterative Recovery From Nonlinear Observations Using Generative Models CVPR 2022
Misspecified Phase Retrieval with Generative Priors NIPS 2022
Estimating Stochastic Linear Combination of Non-Linear Regressions AAAI 2020
Statistical-Computational Tradeoff in Single Index Models NIPS 2019
High-dimensional Non-Gaussian Single Index Models via Thresholded Score Function Estimation ICML 2017
L1-Regularized Least Squares for Support Recovery of High Dimensional Single Index Models with Gaussian Designs JMLR 2016
Matrix Completion Under Monotonic Single Index Models NIPS 2015
Efficient Learning of Generalized Linear and Single Index Models with Isotonic Regression NIPS 2011