local minimum

Branch, or Layer? Zeroth-Order Optimization for Continual Learning of Vision-Language Models AAAI 2026 Attention with Markov: A Curious Case of Single-layer Transformers ICLR 2025 Efficiently Escaping Saddle Points in Bilevel Optimization JMLR 2025 Local to Global: Learning Dynamics and Effect of Initialization for Transformers NeurIPS 2024 Rectangle Search: An Anytime Beam Search AAAI 2024 Rethinking Peculiar Images by Diffusion Models: Revealing Local Minima’s Role AAAI 2024 Scaling Convex Neural Networks with Burer-Monteiro Factorization ICLR 2024 Stable Minima Cannot Overfit in Univariate ReLU Networks: Generalization by Large Step Sizes NeurIPS 2024 Statistical Analysis of Quantum State Learning Process in Quantum Neural Networks NeurIPS 2023 Understanding Representation Learnability of Nonlinear Self-Supervised Learning AAAI 2023 Bregman Power k-Means for Clustering Exponential Family Data ICML 2022 Critical Points in Quantum Generative Models ICLR 2022 Inductive Matrix Completion: No Bad Local Minima and a Fast Algorithm ICML 2022 Instability and Local Minima in GAN Training with Kernel Discriminators NeurIPS 2022 The Burer-Monteiro SDP method can fail even above the Barvinok-Pataki bound NeurIPS 2022 Training Two-Layer ReLU Networks with Gradient Descent is Inconsistent JMLR 2022 Non-attracting Regions of Local Minima in Deep and Wide Neural Networks JMLR 2021 Ridge Regression with Over-parametrized Two-Layer Networks Converge to Ridgelet Spectrum AISTATS 2021 When Expressivity Meets Trainability: Fewer than n Neurons Can Work NeurIPS 2021 BaKer-Nets: Bayesian Random Kernel Mapping Networks IJCAI 2020 Breaking Reversibility Accelerates Langevin Dynamics for Non-Convex Optimization NeurIPS 2020 Elimination of All Bad Local Minima in Deep Learning AISTATS 2020 ERLP: Ensembles of Reinforcement Learning Policies (Student Abstract) AAAI 2020 How many samples is a good initial point worth in Low-rank Matrix Recovery? NeurIPS 2020 Information-Theoretic Local Minima Characterization and Regularization ICML 2020