Efficiently Learning Any One Hidden Layer ReLU Network From Queries

8 November 2021

Papers citing "Efficiently Learning Any One Hidden Layer ReLU Network From Queries"

8 / 8 papers shown

Title
Sequencing the Neurome: Towards Scalable Exact Parameter Reconstruction of Black-Box Neural Networks Judah Goldfeder Quinten Roets Gabe Guo John Wright Hod Lipson 35 1 0 27 Sep 2024
Global Convergence of SGD For Logistic Loss on Two Layer Neural Nets Pulkit Gopalani Samyak Jha Anirbit Mukherjee 19 2 0 17 Sep 2023
A faster and simpler algorithm for learning shallow networks Sitan Chen Shyam Narayanan 38 7 0 24 Jul 2023
Learning Narrow One-Hidden-Layer ReLU Networks Sitan Chen Zehao Dou Surbhi Goel Adam R. Klivans Raghu Meka MLT 19 13 0 20 Apr 2023
Global Convergence of SGD On Two Layer Neural Nets Pulkit Gopalani Anirbit Mukherjee 26 5 0 20 Oct 2022
An Exact Poly-Time Membership-Queries Algorithm for Extraction a three-Layer ReLU Network Amit Daniely Elad Granot MLAU 13 6 0 20 May 2021
From Local Pseudorandom Generators to Hardness of Learning Amit Daniely Gal Vardi 109 30 0 20 Jan 2021
Cryptanalytic Extraction of Neural Network Models Nicholas Carlini Matthew Jagielski Ilya Mironov FedML MLAU MIACV AAML 72 134 0 10 Mar 2020