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Spiking Neural Networks for More Efficient AI Algorithms
Joan Bruna: On Sparse Linear Programming and (simple) neural networks
Understanding non-convex optimization for sparse coding
SBNet: SBNet: Leveraging Activation Block Sparsity for Speeding up Convolutional Neural Networks
Arthur Szlam: Accelerating Sparse Coding Via Learning
Sparse Coding and Compressed Sensing: Locally Competitive Algorithms and Random Projections 1/5
Sparse Methods for Machine Learning: Theory and Algorithms
Demonstration of face recognition algorithm via sparse coding
Learning Sparse Data with Near-optimal Speed and Efficiency from a Variety of Measurement Processes
Learning Word Representations with Hierarchical Sparse Coding (ICML-15) presented by Minh
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Last Updated: September 30, 2026
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Ankur Moitra, Massachusetts Institute of Technology Information Theory, Learning and Big Data ... In this video we'll see an online variant of the dictionary learning Deep Learning and Combinatorial Optimization 2021 "On After perform this pre-processing we run Graduate Summer School 2012: Deep Learning, Feature Learning "Accelerating ... to discuss this idea originally from 1996 called VideoLectures.Net View the talk in context: videolectures.net/nips09_bach_smm/ View the complete 23rd Annual ... Sidharth Jaggi, Chinese University of Hong Kong Information Theory, Learning and Big Data ...
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