conftrace_

high-dimensional regime

11 papers

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Co-occurring keywords

gradient descent (1144) neural network (6616) linear regression (282) high-dimensional analysis (33) sample complexity (1169) inhomogeneous random graph (3) erdős-rényi graph (1) power iteration (23) random feature regression (3) mixture of nonlinearity (1)

Papers

Optimal L2 Regularization in High-dimensional Continual Linear Regression ALT 2026
Certified Machine Unlearning Under High Dimensional Regime JMLR 2025
Differentially Private Optimization with Sparse Gradients NIPS 2024
Two-Sample Tests for Inhomogeneous Random Graphs in $L_r$ Norm: Optimality and Asymptotics AISTATS 2023
A Random Matrix Perspective on Mixtures of Nonlinearities in High Dimensions AISTATS 2022
Learning Partially Observed Linear Dynamical Systems from Logarithmic Number of Samples L4DC 2021
Precise Tradeoffs in Adversarial Training for Linear Regression COLT 2020
Statistical and Computational Rates in Graph Logistic Regression AISTATS 2020
Solving Most Systems of Random Quadratic Equations NIPS 2017
Learning ReLUs via Gradient Descent NIPS 2017
Elementary Estimators for Sparse Covariance Matrices and other Structured Moments ICML 2014