conftrace_

second-order information

9 papers

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Co-occurring keywords

second-order optimization (93) quasi-newton method (60) sparse learning (112) stochastic gradient descent (1091) point estimator (1) second-order method (38) parameter update (36) imbalanced datum (81) skeleton-based recognition (45) graph convolutional network (658)

Papers

Generalized Fast Exact Conformalization NIPS 2024
M-FAC: Efficient Matrix-Free Approximations of Second-Order Information NIPS 2021
Adaptive Sparse Confidence-Weighted Learning for Online Feature Selection AAAI 2019
Multi-Order Information for Working Set Selection of Sequential Minimal Optimization AISTATS 2019
Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action Recognition CVPR 2019
Stochastic Second-Order Method for Large-Scale Nonconvex Sparse Learning Models IJCAI 2018
A Multi-Batch L-BFGS Method for Machine Learning NIPS 2016
New Adaptive Algorithms for Online Classification NIPS 2010
SGD-QN: Careful Quasi-Newton Stochastic Gradient Descent JMLR 2009