|
Poster
|
Thu 9:00 |
Sparsity in Continuous-Depth Neural Networks Hananeh Aliee · Till Richter · Mikhail Solonin · Ignacio Ibarra · Fabian Theis · Niki Kilbertus |
|
|
Poster
|
Wed 9:00 |
Global Linear and Local Superlinear Convergence of IRLS for Non-Smooth Robust Regression Liangzu Peng · Christian Kümmerle · Rene Vidal |
|
|
Poster
|
Improved Utility Analysis of Private CountSketch Rasmus Pagh · Mikkel Thorup |
||
|
Poster
|
Tue 14:00 |
Transformers meet Stochastic Block Models: Attention with Data-Adaptive Sparsity and Cost Sungjun Cho · Seonwoo Min · Jinwoo Kim · Moontae Lee · Honglak Lee · Seunghoon Hong |
|
|
Poster
|
Wed 14:00 |
Where to Pay Attention in Sparse Training for Feature Selection? Ghada Sokar · Zahra Atashgahi · Mykola Pechenizkiy · Decebal Constantin Mocanu |
|
|
Poster
|
Tue 14:00 |
Learning Best Combination for Efficient N:M Sparsity Yuxin Zhang · Mingbao Lin · ZhiHang Lin · Yiting Luo · Ke Li · Fei Chao · Yongjian Wu · Rongrong Ji |
|
|
Poster
|
Wed 9:00 |
SInGE: Sparsity via Integrated Gradients Estimation of Neuron Relevance Edouard YVINEC · Arnaud Dapogny · Matthieu Cord · Kevin Bailly |
|
|
Poster
|
Thu 9:00 |
Feature Learning in $L_2$-regularized DNNs: Attraction/Repulsion and Sparsity Arthur Jacot · Eugene Golikov · Clement Hongler · Franck Gabriel |
|
|
Poster
|
Thu 9:00 |
Back Razor: Memory-Efficient Transfer Learning by Self-Sparsified Backpropagation Ziyu Jiang · Xuxi Chen · Xueqin Huang · Xianzhi Du · Denny Zhou · Zhangyang Wang |
|
|
Poster
|
Thu 9:00 |
Lifelong Neural Predictive Coding: Learning Cumulatively Online without Forgetting Alex Ororbia · Ankur Mali · C Lee Giles · Daniel Kifer |
|
|
Poster
|
Thu 9:00 |
Lottery Tickets on a Data Diet: Finding Initializations with Sparse Trainable Networks Mansheej Paul · Brett Larsen · Surya Ganguli · Jonathan Frankle · Gintare Karolina Dziugaite |
|
|
Poster
|
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 |