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homotopy method

11 papers

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Co-occurring keywords

homotopy continuation (11) selective inference (20) newton method (64) gradient descent (1144) convex optimization (1321) deep neural network (1803) statistical significance (26) spectral density (13) ordinary differential equation (139) polynomial equation (9)

Papers

Single Loop Gaussian Homotopy Method for Non-convex Optimization NIPS 2022
Quantifying Statistical Significance of Neural Network-based Image Segmentation by Selective Inference NIPS 2022
Free Probability for predicting the performance of feed-forward fully connected neural networks NIPS 2022
More Powerful and General Selective Inference for Stepwise Feature Selection using Homotopy Method ICML 2021
An algorithmic view of L2 regularization and some path-following algorithms JMLR 2021
Almost surely constrained convex optimization ICML 2019
HONES: A Fast and Tuning-free Homotopy Method For Online Newton Step AISTATS 2018
A Conditional Gradient Framework for Composite Convex Minimization with Applications to Semidefinite Programming ICML 2018
Homotopy Analysis for Tensor PCA COLT 2017
Global Solver and Its Efficient Approximation for Variational Bayesian Low-rank Subspace Clustering NIPS 2013
The Feature Selection Path in Kernel Methods AISTATS 2010