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Optimization

14,983 papers

Papers per year

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Papers

Pylon Model for Semantic Segmentation NIPS 2011
Greedy Algorithms for Structurally Constrained High Dimensional Problems NIPS 2011
Learning to Locate Relative Outliers ACML 2011
Quadratic Weighted Automata:Spectral Algorithm and Likelihood Maximization ACML 2011
Approximate Model Selection for Large Scale LSSVM ACML 2011
Discussion of “Spectral Dimensionality Reduction via Maximum Entropy” AISTATS 2011
Generative Kernels for Exponential Families AISTATS 2011
Dynamic Policy Programming with Function Approximation AISTATS 2011
Statistical Optimization of Non-Negative Matrix Factorization AISTATS 2011
Tighter Relaxations for MAP-MRF Inference: A Local Primal-Dual Gap based Separation Algorithm AISTATS 2011
Optimal and Robust Price Experimentation: Learning by Lottery AISTATS 2011
Optimal Distributed Market-Based Planning for Multi-Agent Systems with Shared Resources AISTATS 2011
Convergent Decomposition Solvers for Tree-reweighted Free Energies AISTATS 2011
Convex envelopes of complexity controlling penalties: the case against premature envelopment AISTATS 2011
A Fast Algorithm for Recovery of Jointly Sparse Vectors based on the Alternating Direction Methods AISTATS 2011
Follow-the-Regularized-Leader and Mirror Descent: Equivalence Theorems and L1 Regularization AISTATS 2011
Maximum Volume Clustering AISTATS 2011
Empirical Risk Minimization of Graphical Model Parameters Given Approximate Inference, Decoding, and Model Structure AISTATS 2011
Multicore Gibbs Sampling in Dense, Unstructured Graphs AISTATS 2011
Efficient variable selection in support vector machines via the alternating direction method of multipliers AISTATS 2011
A Finite Newton Algorithm for Non-degenerate Piecewise Linear Systems AISTATS 2011
Semi-supervised Learning by Higher Order Regularization AISTATS 2011
Two-Layer Multiple Kernel Learning AISTATS 2011
Regret Bounds for the Adaptive Control of Linear Quadratic Systems COLT 2011
Blackwell Approachability and No-Regret Learning are Equivalent COLT 2011