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Efficient Active Learning Of Sparse Halfspaces Information Guide

  1. Background on Efficient Active Learning Of Sparse Halfspaces
  2. Important Facts
  3. Developments
  4. Deep Dive
  5. Final Thoughts

Background on Efficient Active Learning Of Sparse Halfspaces

Information Efficient Active Learning of Sparse Halfspaces News
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Important Facts

Details Attribute-Efficient Learning of Halfspaces with Malicious Noise News
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Developments

Full Point Location and Active Learning: Learning Halfspaces Almost Optimally Update
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Private Center Points and Learning of Halfspaces
Private Center Points and Learning of Halfspaces
Pasin Manurangsi. Adversarially Robust Proper Learning of Halfspaces with Agnostic Noise: Complexity
Pasin Manurangsi. Adversarially Robust Proper Learning of Halfspaces with Agnostic Noise: Complexity
Sparse maximal update parameterization: A holistic approach to sparse training dynamics
Sparse maximal update parameterization: A holistic approach to sparse training dynamics
Lecture 03 - Pruning and Sparsity (Part I) | MIT 6.S965
Lecture 03 - Pruning and Sparsity (Part I) | MIT 6.S965
The Complexity of Adversarially Robust Proper Learning of Halfspaces with Agnostic Noise
The Complexity of Adversarially Robust Proper Learning of Halfspaces with Agnostic Noise
Active (Machine) Learning - Computerphile
Active (Machine) Learning - Computerphile
MegaBlocks: E๏ฌƒcient SparseTraining with Mixture-of-Experts
MegaBlocks: E๏ฌƒcient SparseTraining with Mixture-of-Experts
Towards Agnostically Learning Halfspace [1/6]
Towards Agnostically Learning Halfspace [1/6]
[Sparse'25] Optimizations and abstractions for sparse machine learning
[Sparse'25] Optimizations and abstractions for sparse machine learning
TicToc: A General Technique for Near-Optimal Active Learning with Noise
TicToc: A General Technique for Near-Optimal Active Learning with Noise
[REFAI Seminar 10/03/24] Sparse Linear Algebra Acceleration on High Bandwidth Memory FPGAs
[REFAI Seminar 10/03/24] Sparse Linear Algebra Acceleration on High Bandwidth Memory FPGAs

Deep Dive

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Last Updated: August 25, 2026

Final Thoughts

Details 20July17 Tutte Point Location and Active Learning Learning Halfspaces Almost Optimally ShacharLovett News
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