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25 Results
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Poster
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Thu 14:00 |
Controlled Sparsity via Constrained Optimization or: How I Learned to Stop Tuning Penalties and Love Constraints Jose Gallego-Posada · Juan Ramirez · Akram Erraqabi · Yoshua Bengio · Simon Lacoste-Julien |
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Poster
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Improved Utility Analysis of Private CountSketch Rasmus Pagh · Mikkel Thorup |
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Poster
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Thu 9:00 |
Feature Learning in L2-regularized DNNs: Attraction/Repulsion and Sparsity Arthur Jacot · Eugene Golikov · Clement Hongler · Franck Gabriel |
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Poster
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Wed 9:00 |
SInGE: Sparsity via Integrated Gradients Estimation of Neuron Relevance Edouard YVINEC · Arnaud Dapogny · Matthieu Cord · Kevin Bailly |
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Poster
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Wed 14:00 |
Where to Pay Attention in Sparse Training for Feature Selection? Ghada Sokar · Zahra Atashgahi · Mykola Pechenizkiy · Decebal Constantin Mocanu |
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Poster
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Wed 14:00 |
Spartan: Differentiable Sparsity via Regularized Transportation Kai Sheng Tai · Taipeng Tian · Ser Nam Lim |
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Workshop
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Take 5: Interpretable Image Classification with a Handful of Features Thomas Norrenbrock · Marco Rudolph · Bodo Rosenhahn |
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Workshop
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An efficient RNN Language Model using activity sparsity and sparse back-propagation through time Mark Schoene · Khaleelulla Khan Nazeer · David Kappel · Christian Mayr · Anand Subramoney |
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Workshop
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On the Sparsity of Image Super-resolution Network Chenyu Dong · Hailong Ma · Jinjin Gu · Ruofan Zhang · Jieming Li · Chun Yuan |
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Workshop
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Probabilistic thermal stability prediction through sparsity promoting transformer representation Yevgen Zainchkovskyy · Jesper Ferkinghoff-Borg · Anja Bennett · Thomas Egebjerg · Nikolai Lorenzen · Per Greisen · Søren Hauberg · Carsten Stahlhut |
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Workshop
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Diving into Unified Data-Model Sparsity for Class-Imbalanced Graph Representation Learning Chunhui Zhang · Chao Huang · Yijun Tian · Qianlong Wen · Zhongyu Ouyang · Youhuan Li · Yanfang Ye · Chuxu Zhang |
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Workshop
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Datasets That Are Not: Evolving Novelty Through Sparsity and Iterated Learning Yusong Wu · Kyle Kastner · Tim Cooijmans · Cheng-Zhi Anna Huang · Aaron Courville |