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Optimization

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Papers

Adaptive Exponential Smoothing for Online Filtering of Pixel Prediction Maps ICCV 2015
Interpolation on the Manifold of K Component GMMs ICCV 2015
Joint Calibration of Ensemble of Exemplar SVMs CVPR 2015
Project-Out Cascaded Regression With an Application to Face Alignment CVPR 2015
Fast and Robust Hand Tracking Using Detection-Guided Optimization CVPR 2015
Robust Image Alignment With Multiple Feature Descriptors and Matching-Guided Neighborhoods CVPR 2015
Elastic-Net Regularization of Singular Values for Robust Subspace Learning CVPR 2015
Handling Motion Blur in Multi-Frame Super-Resolution CVPR 2015
Understanding Deep Image Representations by Inverting Them CVPR 2015
Fast and Flexible Convolutional Sparse Coding CVPR 2015
A Dual Augmented Block Minimization Framework for Learning with Limited Memory NIPS 2015
Spherical Random Features for Polynomial Kernels NIPS 2015
Fast Randomized Kernel Ridge Regression with Statistical Guarantees NIPS 2015
HONOR: Hybrid Optimization for NOn-convex Regularized problems NIPS 2015
Exactness of Approximate MAP Inference in Continuous MRFs NIPS 2015
Efficient Compressive Phase Retrieval with Constrained Sensing Vectors NIPS 2015
Smooth and Strong: MAP Inference with Linear Convergence NIPS 2015
Robust PCA with compressed data NIPS 2015
Gaze-Enabled Egocentric Video Summarization via Constrained Submodular Maximization CVPR 2015
Self Scaled Regularized Robust Regression CVPR 2015
Fast Randomized Singular Value Thresholding for Nuclear Norm Minimization CVPR 2015
Robust Trajectory Optimization Under Frictional Contact with Iterative Learning RSS 2015
Robust Trajectory Optimization: A Cooperative Stochastic Game Theoretic Approach RSS 2015
Online Planning for Autonomous Running Jumps Over Obstacles in High-Speed Quadrupeds RSS 2015
Optimal Robust Control for Bipedal Robots through Control Lyapunov Function based Quadratic Programs RSS 2015