Asia
Removing the Feature Correlation Effect of Multiplicative Noise
Zijun Zhang, Yining Zhang, Zongpeng Li
Neural Information Processing Systems http://nips.cc/
Deep Learning without Weight Transport
Mohamed Akrout, Collin Wilson, Peter Humphreys, Timothy Lillicrap, Douglas B. Tweed
Neural Information Processing Systems http://nips.cc/
Thompson Sampling and Approximate Inference
My Phan, Yasin Abbasi Yadkori, Justin Domke
Neural Information Processing Systems http://nips.cc/
DORIS-MAE: Scientific Document Retrieval using Multi-level Aspect-based Queries
This highlights the need for better approaches to handle complex, multifaceted queries in scientific research.
Global Sparse Momentum SGD for Pruning Very Deep Neural Networks
Xiaohan Ding, guiguang ding, Xiangxin Zhou, Yuchen Guo, Jungong Han, Ji Liu
DNN pruning is an approach for deep model compression, which aimsateliminating someparameters withtolerable performance degradation.
A Simple Proximal Stochastic Gradient Method for Nonsmooth Nonconvex Optimization
Neural Information Processing Systems http://nips.cc/
Stochastic Spectral and Conjugate Descent Methods
Dmitry Kovalev, Peter Richtarik, Eduard Gorbunov, Elnur Gasanov
Neural Information Processing Systems http://nips.cc/