← Optimization
Mathematics & Optimization › Optimization ›

Continuous Optimization

3907 directly classified papers

Papers per year

Papers

Faster Noisy Power Method ALT 2022
Global Riemannian Acceleration in Hyperbolic and Spherical Spaces ALT 2022
On the Initialization for Convex-Concave Min-max Problems ALT 2022
Faster Perturbed Stochastic Gradient Methods for Finding Local Minima ALT 2022
A speech enhancement method for long-range speech acquisition task INTERSPEECH 2022
Optimizing the weighted sequence alignment algorithm for large-scale text similarity computation AACL 2022
HEA-D: A Hybrid Evolutionary Algorithm for Diversified Top-k Weight Clique Search Problem IJCAI 2022
Quaternion Ordinal Embedding IJCAI 2022
Factorization Approach for Low-complexity Matrix Completion Problems: Exponential Number of Spurious Solutions and Failure of Gradient Methods AISTATS 2022
Convergent Working Set Algorithm for Lasso with Non-Convex Sparse Regularizers AISTATS 2022
Faster One-Sample Stochastic Conditional Gradient Method for Composite Convex Minimization AISTATS 2022
Modeling Dynamic Target Deformation in Camera Calibration WACV 2022
Novel Min-Max Reformulations of Linear Inverse Problems JMLR 2022
Kernel Packet: An Exact and Scalable Algorithm for Gaussian Process Regression with Matérn Correlations JMLR 2022
Stochastic DCA with Variance Reduction and Applications in Machine Learning JMLR 2022
A Riemannian Framework for Analysis of Human Body Surface WACV 2022
OTExtSum: Extractive Text Summarisation with Optimal Transport NAACL 2022
Word-Label Alignment for Event Detection: A New Perspective via Optimal Transport NAACL 2022
Distributionally Robust Optimization via Ball Oracle Acceleration NIPS 2022
Generalized Laplacian Eigenmaps NIPS 2022
Faster Linear Algebra for Distance Matrices NIPS 2022
Efficient Non-Parametric Optimizer Search for Diverse Tasks NIPS 2022
Faster and Scalable Algorithms for Densest Subgraph and Decomposition NIPS 2022
Approximate Euclidean lengths and distances beyond Johnson-Lindenstrauss NIPS 2022
Mirror Descent with Relative Smoothness in Measure Spaces, with application to Sinkhorn and EM NIPS 2022