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1184 directly classified papers

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Efficient Sampling for Learning Sparse Additive Models in High Dimensions NIPS 2014
Parallel Direction Method of Multipliers NIPS 2014
Parallel Double Greedy Submodular Maximization NIPS 2014
Exclusive Feature Learning on Arbitrary Structures via $\ell_{1,2}$-norm NIPS 2014
Communication-Efficient Distributed Dual Coordinate Ascent NIPS 2014
Parallel Successive Convex Approximation for Nonsmooth Nonconvex Optimization NIPS 2014
RAAM: The Benefits of Robustness in Approximating Aggregated MDPs in Reinforcement Learning NIPS 2014
Manopt, a Matlab Toolbox for Optimization on Manifolds JMLR 2014
Multi-Step Stochastic ADMM in High Dimensions: Applications to Sparse Optimization and Matrix Decomposition NIPS 2014
Inference by Learning: Speeding-up Graphical Model Optimization via a Coarse-to-Fine Cascade of Pruning Classifiers NIPS 2014
Deconvolution of High Dimensional Mixtures via Boosting, with Application to Diffusion-Weighted MRI of Human Brain NIPS 2014
Stochastic Proximal Gradient Descent with Acceleration Techniques NIPS 2014
Learning Mixtures of Submodular Functions for Image Collection Summarization NIPS 2014
Submodular Attribute Selection for Action Recognition in Video NIPS 2014
Sparse Random Feature Algorithm as Coordinate Descent in Hilbert Space NIPS 2014
Scalable Non-linear Learning with Adaptive Polynomial Expansions NIPS 2014
Zeta Hull Pursuits: Learning Nonconvex Data Hulls NIPS 2014
Multitask learning meets tensor factorization: task imputation via convex optimization NIPS 2014
Grouping-Based Low-Rank Trajectory Completion and 3D Reconstruction NIPS 2014
Learning to Search in Branch and Bound Algorithms NIPS 2014
Learning to Discover Efficient Mathematical Identities NIPS 2014
Shaping Social Activity by Incentivizing Users NIPS 2014
Constrained convex minimization via model-based excessive gap NIPS 2014
Fast, Approximate Piecewise-Planar Modeling Based on Sparse Structure-from-Motion and Superpixels CVPR 2014
Submodularization for Binary Pairwise Energies CVPR 2014