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Optimization

1184 directly classified papers

Papers per year

Papers

DepDist: Surface realization via regex and learned dependency-distance tolerance EMNLP 2019
Memory Efficient Adaptive Optimization NIPS 2019
Differentiable Convex Optimization Layers NIPS 2019
Generalization Bounds in the Predict-then-Optimize Framework NIPS 2019
Global Convergence of Least Squares EM for Demixing Two Log-Concave Densities NIPS 2019
Lifting Vectorial Variational Problems: A Natural Formulation Based on Geometric Measure Theory and Discrete Exterior Calculus CVPR 2019
FilterReg: Robust and Efficient Probabilistic Point-Set Registration Using Gaussian Filter and Twist Parameterization CVPR 2019
Minimal Solvers for Mini-Loop Closures in 3D Multi-Scan Alignment CVPR 2019
A Decomposition Algorithm for the Sparse Generalized Eigenvalue Problem CVPR 2019
Visual Tracking via Adaptive Spatially-Regularized Correlation Filters CVPR 2019
Compressing Convolutional Neural Networks via Factorized Convolutional Filters CVPR 2019
Blind Image Deblurring With Local Maximum Gradient Prior CVPR 2019
A Linearly Convergent Method for Non-Smooth Non-Convex Optimization on the Grassmannian with Applications to Robust Subspace and Dictionary Learning NIPS 2019
Fast Decomposable Submodular Function Minimization using Constrained Total Variation NIPS 2019
Clause Learning and New Bounds for Graph Coloring IJCAI 2019
A Local Block Coordinate Descent Algorithm for the CSC Model CVPR 2019
RES-PCA: A Scalable Approach to Recovering Low-Rank Matrices CVPR 2019
GPSfM: Global Projective SFM Using Algebraic Constraints on Multi-View Fundamental Matrices CVPR 2019
Anytime Recursive Best-First Search for Bounding Marginal MAP AAAI 2019
Sliding Window Temporal Graph Coloring AAAI 2019
Submodular Optimization over Streams with Inhomogeneous Decays AAAI 2019
Which Factorization Machine Modeling Is Better: A Theoretical Answer with Optimal Guarantee AAAI 2019
Efficient and Scalable Multi-Task Regression on Massive Number of Tasks AAAI 2019
Whisper to Neutral Mapping Using Cosine Similarity Maximization in i-Vector Space for Speaker Verification INTERSPEECH 2019
On Sampling Complexity of the Semidefinite Affine Rank Feasibility Problem AAAI 2019