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Learning a Single Neuron for Non-monotonic Activation Functions

Learning a Single Neuron for Non-monotonic Activation Functions

International Conference on Artificial Intelligence and Statistics (AISTATS), 2022
16 February 2022
Lei Wu
    MLT
ArXiv (abs)PDFHTML

Papers citing "Learning a Single Neuron for Non-monotonic Activation Functions"

8 / 8 papers shown
A Derandomization Framework for Structure Discovery: Applications in Neural Networks and Beyond
A Derandomization Framework for Structure Discovery: Applications in Neural Networks and Beyond
Nikos Tsikouras
Yorgos Pantis
Ioannis Mitliagkas
Christos Tzamos
BDL
204
0
0
22 Oct 2025
Data-Driven Reconstruction of Significant Wave Heights from Sparse Observations
Data-Driven Reconstruction of Significant Wave Heights from Sparse Observations
Hongyuan Shi
Yilin Zhai
Ping Dong
Zaijin You
Chao Zhan
Qing Wang
AI4Cl
244
0
0
21 Sep 2025
Low-dimensional Functions are Efficiently Learnable under Randomly Biased Distributions
Low-dimensional Functions are Efficiently Learnable under Randomly Biased DistributionsAnnual Conference Computational Learning Theory (COLT), 2025
Elisabetta Cornacchia
Dan Mikulincer
Elchanan Mossel
435
4
0
10 Feb 2025
Disentangle Sample Size and Initialization Effect on Perfect
  Generalization for Single-Neuron Target
Disentangle Sample Size and Initialization Effect on Perfect Generalization for Single-Neuron Target
Jiajie Zhao
Zhiwei Bai
Yaoyu Zhang
303
1
0
22 May 2024
The Local Landscape of Phase Retrieval Under Limited Samples
The Local Landscape of Phase Retrieval Under Limited SamplesIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2023
Kaizhao Liu
Zihao Wang
Lei Wu
269
3
0
26 Nov 2023
Should Under-parameterized Student Networks Copy or Average Teacher
  Weights?
Should Under-parameterized Student Networks Copy or Average Teacher Weights?Neural Information Processing Systems (NeurIPS), 2023
Berfin Simsek
Amire Bendjeddou
W. Gerstner
Johanni Brea
345
10
0
03 Nov 2023
On Single Index Models beyond Gaussian Data
On Single Index Models beyond Gaussian DataNeural Information Processing Systems (NeurIPS), 2023
Joan Bruna
Loucas Pillaud-Vivien
Aaron Zweig
299
15
0
28 Jul 2023
Magnitude and Angle Dynamics in Training Single ReLU Neurons
Magnitude and Angle Dynamics in Training Single ReLU NeuronsNeural Networks (NN), 2022
Sangmin Lee
Byeongsu Sim
Jong Chul Ye
MLT
409
6
0
27 Sep 2022
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