homotopy method

Functional Homotopy: Smoothing Discrete Optimization via Continuous Parameters for LLM Jailbreak Attacks ICLR 2025 Free Probability for predicting the performance of feed-forward fully connected neural networks NeurIPS 2022 Quantifying Statistical Significance of Neural Network-based Image Segmentation by Selective Inference NeurIPS 2022 Single Loop Gaussian Homotopy Method for Non-convex Optimization NeurIPS 2022 An algorithmic view of L2 regularization and some path-following algorithms JMLR 2021 More Powerful and General Selective Inference for Stepwise Feature Selection using Homotopy Method ICML 2021 Transferring Optimality Across Data Distributions via Homotopy Methods ICLR 2020 Almost surely constrained convex optimization ICML 2019 A Conditional Gradient Framework for Composite Convex Minimization with Applications to Semidefinite Programming ICML 2018 HONES: A Fast and Tuning-free Homotopy Method For Online Newton Step AISTATS 2018 Homotopy Analysis for Tensor PCA COLT 2017 Global Solver and Its Efficient Approximation for Variational Bayesian Low-rank Subspace Clustering NeurIPS 2013 The Feature Selection Path in Kernel Methods AISTATS 2010