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Continuous Optimization

3,907 papers

Papers per year

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38
155
367
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Papers

Weighted Oblique Decision Trees AAAI 2019
Word Embedding as Maximum A Posteriori Estimation AAAI 2019
Fast PMI-Based Word Embedding with Efficient Use of Unobserved Patterns AAAI 2019
A Generalized Language Model in Tensor Space AAAI 2019
Robustness Envelopes for Temporal Plans AAAI 2019
Efficient Optimal Approximation of Discrete Random Variables for Estimation of Probabilities of Missing Deadlines AAAI 2019
Exact and Approximate Weighted Model Integration with Probability Density Functions Using Knowledge Compilation AAAI 2019
Lifted Hinge-Loss Markov Random Fields AAAI 2019
Robust Estimation of Similarity Transformation for Visual Object Tracking AAAI 2019
Hypergraph Optimization for Multi-Structural Geometric Model Fitting AAAI 2019
Tensor Ring Decomposition with Rank Minimization on Latent Space: An Efficient Approach for Tensor Completion AAAI 2019
A Robust and Efficient Algorithm for the PnL Problem Using Algebraic Distance to Approximate the Reprojection Distance AAAI 2019
Jointly Multiple Hash Learning AAAI 2019
Global Optimization under Length Constraint for Neural Text Summarization ACL 2019
Improving Textual Network Embedding with Global Attention via Optimal Transport ACL 2019
Optimal Transport-based Alignment of Learned Character Representations for String Similarity ACL 2019
Learning Weighted Top-$k$ Support Vector Machine ACML 2019
Proximal Splitting Meets Variance Reduction AISTATS 2019
Faster First-Order Methods for Stochastic Non-Convex Optimization on Riemannian Manifolds AISTATS 2019
Linear Convergence of the Primal-Dual Gradient Method for Convex-Concave Saddle Point Problems without Strong Convexity AISTATS 2019
Block Stability for MAP Inference AISTATS 2019
Accelerated Coordinate Descent with Arbitrary Sampling and Best Rates for Minibatches AISTATS 2019
Globally-convergent Iteratively Reweighted Least Squares for Robust Regression Problems AISTATS 2019
Modularity-based Sparse Soft Graph Clustering AISTATS 2019
Distributed Inexact Newton-type Pursuit for Non-convex Sparse Learning AISTATS 2019