← Optimization
Mathematics & Optimization › Optimization ›

Continuous Optimization

3907 directly classified papers

Papers per year

Papers

Exact and Approximate Weighted Model Integration with Probability Density Functions Using Knowledge Compilation AAAI 2019
Lifted Hinge-Loss Markov Random Fields AAAI 2019
Tensor Ring Decomposition with Rank Minimization on Latent Space: An Efficient Approach for Tensor Completion AAAI 2019
Which Factorization Machine Modeling Is Better: A Theoretical Answer with Optimal Guarantee AAAI 2019
Less but Better: Generalization Enhancement of Ordinal Embedding via Distributional Margin AAAI 2019
Optimal Transport-based Alignment of Learned Character Representations for String Similarity ACL 2019
Target Language-Aware Constrained Inference for Cross-lingual Dependency Parsing EMNLP 2019
A Multi-Pairwise Extension of Procrustes Analysis for Multilingual Word Translation EMNLP 2019
BAD SLAM: Bundle Adjusted Direct RGB-D SLAM CVPR 2019
MAGSAC: Marginalizing Sample Consensus CVPR 2019
Low-Rank Tensor Completion With a New Tensor Nuclear Norm Induced by Invertible Linear Transforms CVPR 2019
Causes and Corrections for Bimodal Multi-Path Scanning With Structured Light CVPR 2019
SimulCap : Single-View Human Performance Capture With Cloth Simulation CVPR 2019
UniXGrad: A Universal, Adaptive Algorithm with Optimal Guarantees for Constrained Optimization NIPS 2019
Smoothing Structured Decomposable Circuits NIPS 2019
Screening Sinkhorn Algorithm for Regularized Optimal Transport NIPS 2019
Block Coordinate Regularization by Denoising NIPS 2019
A Graph Theoretic Additive Approximation of Optimal Transport NIPS 2019
Differentiable Convex Optimization Layers NIPS 2019
Computing Full Conformal Prediction Set with Approximate Homotopy NIPS 2019
An Embedding Framework for Consistent Polyhedral Surrogates NIPS 2019
Beyond Online Balanced Descent: An Optimal Algorithm for Smoothed Online Optimization NIPS 2019
Sinkhorn Barycenters with Free Support via Frank-Wolfe Algorithm NIPS 2019
On the Global Convergence of (Fast) Incremental Expectation Maximization Methods NIPS 2019
Nonconvex Low-Rank Tensor Completion from Noisy Data NIPS 2019