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Continuous Optimization

3907 directly classified papers

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Papers

Oracle Complexity of Second-Order Methods for Finite-Sum Problems ICML 2017
An Efficient, Sparsity-Preserving, Online Algorithm for Low-Rank Approximation ICML 2017
Gradient Projection Iterative Sketch for Large-Scale Constrained Least-Squares ICML 2017
Optimal Dictionary for Least Squares Representation JMLR 2017
RHash: Robust Hashing via L_infinity-norm Distortion IJCAI 2017
Projection Free Rank-Drop Steps IJCAI 2017
Speech Enhancement Using Non-Negative Spectrogram Models with Mel-Generalized Cepstral Regularization INTERSPEECH 2017
Two New Approaches to Compressed Sensing Exhibiting Both Robust Sparse Recovery and the Grouping Effect JMLR 2017
Multi-Observation Elicitation COLT 2017
Ten Steps of EM Suffice for Mixtures of Two Gaussians COLT 2017
Matrix Completion from $O(n)$ Samples in Linear Time COLT 2017
Fast Rates for Empirical Risk Minimization of Strict Saddle Problems COLT 2017
Simultaneous Stereo Video Deblurring and Scene Flow Estimation CVPR 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
Robust Optimization for Non-Convex Objectives NIPS 2017
k-Support and Ordered Weighted Sparsity for Overlapping Groups: Hardness and Algorithms NIPS 2017
Parallel Streaming Wasserstein Barycenters NIPS 2017
Decomposition-Invariant Conditional Gradient for General Polytopes with Line Search NIPS 2017
On the Optimization Landscape of Tensor Decompositions NIPS 2017
Geometric Descent Method for Convex Composite Minimization NIPS 2017
Speeding Up Latent Variable Gaussian Graphical Model Estimation via Nonconvex Optimization NIPS 2017
Fast, Sample-Efficient Algorithms for Structured Phase Retrieval NIPS 2017
A New Alternating Direction Method for Linear Programming NIPS 2017
Unified representation of tractography and diffusion-weighted MRI data using sparse multidimensional arrays NIPS 2017