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Optimization

1203 directly classified papers

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Papers

A Statistical Convergence Perspective of Algorithms for Rank Aggregation from Pairwise Data ICML 2014
Forward-Backward Greedy Algorithms for General Convex Smooth Functions over A Cardinality Constraint ICML 2014
Anti-differentiating approximation algorithms:A case study with min-cuts, spectral, and flow ICML 2014
Parallel Direction Method of Multipliers NIPS 2014
Hard-Margin Active Linear Regression ICML 2014
Putting MRFs on a Tensor Train ICML 2014
Hash Bit Selection: A Unified Solution for Selection Problems in Hashing CVPR 2013
Efficient Learning of Simplices COLT 2013
Recovering the Optimal Solution by Dual Random Projection COLT 2013
Estimation of Extreme Values and Associated Level Sets of a Regression Function via Selective Sampling COLT 2013
On the Complexity of Bandit and Derivative-Free Stochastic Convex Optimization COLT 2013
Geometric Registration Based on Distortion Estimation ICCV 2013
Multi-channel Correlation Filters ICCV 2013
Forward Motion Deblurring ICCV 2013
Optimization Problems for Fast AAM Fitting in-the-Wild ICCV 2013
Constant Time Weighted Median Filtering for Stereo Matching and Beyond ICCV 2013
Reconstructing Gas Flows Using Light-Path Approximation CVPR 2013
Solving inverse problem of Markov chain with partial observations NIPS 2013
Geometric optimisation on positive definite matrices for elliptically contoured distributions NIPS 2013
Stochastic Majorization-Minimization Algorithms for Large-Scale Optimization NIPS 2013
Data-driven Distributionally Robust Polynomial Optimization NIPS 2013
Scalable Influence Estimation in Continuous-Time Diffusion Networks NIPS 2013
Sketching Structured Matrices for Faster Nonlinear Regression NIPS 2013
Accelerating Stochastic Gradient Descent using Predictive Variance Reduction NIPS 2013
The Fast Convergence of Incremental PCA NIPS 2013