Agnostic Active Learning of Single Index Models with Linear Sample Complexity

15 May 2024

Papers citing "Agnostic Active Learning of Single Index Models with Linear Sample Complexity"

7 / 7 papers shown

Title
Survey on Algorithms for multi-index models Joan Bruna Daniel Hsu 31 0 0 07 Apr 2025
Near-Polynomially Competitive Active Logistic Regression Yihan Zhou Eric Price Trung Nguyen 46 0 0 07 Mar 2025
Near-optimal Active Regression of Single-Index Models Yi Li Wai Ming Tai 54 0 0 25 Feb 2025
Recent and Upcoming Developments in Randomized Numerical Linear Algebra for Machine Learning Michał Dereziński Michael W. Mahoney 25 5 0 17 Jun 2024
One-shot Active Learning Based on Lewis Weight Sampling for Multiple Deep Models Sheng-Jun Huang Yi Li Yiming Sun Ying-Peng Tang 29 2 0 23 May 2024
Learning Single-Index Models with Shallow Neural Networks A. Bietti Joan Bruna Clayton Sanford M. Song 164 67 0 27 Oct 2022
Neural Networks Efficiently Learn Low-Dimensional Representations with SGD Alireza Mousavi-Hosseini Sejun Park M. Girotti Ioannis Mitliagkas Murat A. Erdogdu MLT 324 48 0 29 Sep 2022