Optimization

Givens Coordinate Descent Methods for Rotation Matrix Learning in Trainable Embedding Indexes ICLR 2022 GoTube: Scalable Statistical Verification of Continuous-Depth Models AAAI 2022 Gradient Descent Is Optimal Under Lower Restricted Secant Inequality And Upper Error Bound NeurIPS 2022 Gradient-Free Method for Heavily Constrained Nonconvex Optimization ICML 2022 HARA: A Hierarchical Approach for Robust Rotation Averaging CVPR 2022 Hardness and Algorithms for Robust and Sparse Optimization ICML 2022 How to Fill the Optimum Set? Population Gradient Descent with Harmless Diversity ICML 2022 I AM A.I. Gradient Descent – an Open-Source Digital Game for Inquiry-Based CLIL Learning AAAI 2022 Image Based Reconstruction of Liquids From 2D Surface Detections CVPR 2022 Implicit Bias of Gradient Descent on Reparametrized Models: On Equivalence to Mirror Descent NeurIPS 2022 Implicit Bias of Projected Subgradient Method Gives Provable Robust Recovery of Subspaces of Unknown Codimension ICLR 2022 Improved analysis for a proximal algorithm for sampling COLT 2022 Inductive Matrix Completion: No Bad Local Minima and a Fast Algorithm ICML 2022 Inferring Multiple Tissue Properties from Magnetic Resonance Fingerprinting Images AAAI 2022 Information design for multiple independent and self-interested defenders: Work less, pay off more UAI 2022 Iterative Double Sketching for Faster Least-Squares Optimization ICML 2022 Joint Optimization of Sampling Rate Offsets Based on Entire Signal Relationship Among Distributed Microphones Interspeech 2022 KAM Theory Meets Statistical Learning Theory: Hamiltonian Neural Networks with Non-zero Training Loss AAAI 2022 Learning Continuous Graph Structure with Bilevel Programming for Graph Neural Networks IJCAI 2022 Learning Mixed Multinomial Logits with Provable Guarantees NeurIPS 2022 Learning to Search in Local Branching AAAI 2022 Learning to Solve PDE-constrained Inverse Problems with Graph Networks ICML 2022 Let's Make Block Coordinate Descent Converge Faster: Faster Greedy Rules, Message-Passing, Active-Set Complexity, and Superlinear Convergence JMLR 2022 Lifted Primal-Dual Method for Bilinearly Coupled Smooth Minimax Optimization AISTATS 2022 Lightweight Projective Derivative Codes for Compressed Asynchronous Gradient Descent ICML 2022