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Continuous Optimization

3,907 papers

Papers per year

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38
155
367
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Papers

Short-term Sparse Portfolio Optimization Based on Alternating Direction Method of Multipliers JMLR 2018
Robust PCA by Manifold Optimization JMLR 2018
Clustering is semidefinitely not that hard: Nonnegative SDP for manifold disentangling JMLR 2018
Improving Coverage and Runtime Complexity for Exact Inference in Non-Projective Transition-Based Dependency Parsers NAACL 2018
Semi-Oblivious Traffic Engineering: The Road Not Taken NSDI 2018
Metron: NFV Service Chains at the True Speed of the Underlying Hardware NSDI 2018
Fast Online Trajectory Optimization for the Bipedal Robot Cassie RSS 2018
In-Hand Manipulation via Motion Cones RSS 2018
Beyond Worst-case: A Probabilistic Analysis of Affine Policies in Dynamic Optimization NIPS 2017
Generalized Linear Model Regression under Distance-to-set Penalties NIPS 2017
Adaptive SVRG Methods under Error Bound Conditions with Unknown Growth Parameter NIPS 2017
When Cyclic Coordinate Descent Outperforms Randomized Coordinate Descent NIPS 2017
Robust Optimization for Non-Convex Objectives NIPS 2017
A Universal Analysis of Large-Scale Regularized Least Squares Solutions NIPS 2017
k-Support and Ordered Weighted Sparsity for Overlapping Groups: Hardness and Algorithms NIPS 2017
On Tensor Train Rank Minimization : Statistical Efficiency and Scalable Algorithm NIPS 2017
Best Response Regression NIPS 2017
Elementary Symmetric Polynomials for Optimal Experimental Design NIPS 2017
Gradient Methods for Submodular Maximization NIPS 2017
Parallel Streaming Wasserstein Barycenters NIPS 2017
Adaptive Accelerated Gradient Converging Method under H\"{o}lderian Error Bound Condition NIPS 2017
Sharpness, Restart and Acceleration NIPS 2017
Alternating minimization for dictionary learning with random initialization NIPS 2017
Min-Max Propagation NIPS 2017
Solving Most Systems of Random Quadratic Equations NIPS 2017