|
Workshop
|
Sat 13:36
|
Post-Training Statistical Calibration for Higher Activation Sparsity
Vui Seng Chua · Yujie Pan · Nilesh Jain · Vui Seng Chua
|
|
|
Workshop
|
|
Misspecified Q -Learning with Sparse Linear Function Approximation: Tight Bounds on Approximation Error
Ally Du · Lin Yang · Ruosong Wang
|
|
|
Workshop
|
|
Sirius: Contextual Sparsity with Correction for Efficient LLM
Yang Zhou · Zhuoming Chen · Zhaozhuo Xu · Victoria Lin · Beidi Chen
|
|
|
Workshop
|
|
From Sparse Dependence to Sparse Attention: Unveiling How Chain-of-Thought Enhances Transformer Sample Efficiency
Kaiyue Wen · Huaqing Zhang · Hongzhou Lin · Jingzhao Zhang
|
|
|
Tutorial
|
Tue 9:30
|
Dynamic Sparsity in Machine Learning: Routing Information through Neural Pathways
Edoardo Maria Ponti · André Martins
|
|
|
Workshop
|
|
Inducing Semi-Structured Sparsity by Masking for Efficient Model Inference in Convolutional Networks
David A. Danhofer
|
|
|
Poster
|
Fri 16:30
|
Exploiting Activation Sparsity with Dense to Dynamic-k Mixture-of-Experts Conversion
Filip Szatkowski · Bartosz Wójcik · Mikołaj Piórczyński · Simone Scardapane
|
|
