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Continuous Optimization

3907 directly classified papers

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Papers

Learning Large DAGs by Combining Continuous Optimization and Feedback Arc Set Heuristics AAAI 2022
Fast and Efficient MMD-Based Fair PCA via Optimization over Stiefel Manifold AAAI 2022
Chunk Dynamic Updating for Group Lasso with ODEs AAAI 2022
Sharp Analysis of Random Fourier Features in Classification AAAI 2022
Robust Graph-Based Multi-View Clustering AAAI 2022
fGOT: Graph Distances Based on Filters and Optimal Transport AAAI 2022
Local and Global Convergence of General Burer-Monteiro Tensor Optimizations AAAI 2022
Span-Based Semantic Role Labeling with Argument Pruning and Second-Order Inference AAAI 2022
Optimal Compression of Locally Differentially Private Mechanisms AISTATS 2022
Sharp Restricted Isometry Property Bounds for Low-Rank Matrix Recovery Problems with Corrupted Measurements AAAI 2022
Local and Global Linear Convergence of General Low-Rank Matrix Recovery Problems AAAI 2022
Large-Neighbourhood Search for Optimisation in Answer-Set Solving AAAI 2022
HNO: High-Order Numerical Architecture for ODE-Inspired Deep Unfolding Networks AAAI 2022
Neural Piecewise-Constant Delay Differential Equations AAAI 2022
Keyphrase Generation via Soft and Hard Semantic Corrections EMNLP 2022
MM-Align: Learning Optimal Transport-based Alignment Dynamics for Fast and Accurate Inference on Missing Modality Sequences EMNLP 2022
Augmenting Operations Research with Auto-Formulation of Optimization Models From Problem Descriptions EMNLP 2022
Cost-efficient Gaussian tensor network embeddings for tensor-structured inputs NIPS 2022
Learning-Augmented Algorithms for Online Linear and Semidefinite Programming NIPS 2022
Acceleration in Distributed Sparse Regression NIPS 2022
Finding Second-Order Stationary Points in Nonconvex-Strongly-Concave Minimax Optimization NIPS 2022
Online Convex Optimization with Hard Constraints: Towards the Best of Two Worlds and Beyond NIPS 2022
Triangulation candidates for Bayesian optimization NIPS 2022
The First Optimal Acceleration of High-Order Methods in Smooth Convex Optimization NIPS 2022
SnAKe: Bayesian Optimization with Pathwise Exploration NIPS 2022