conftrace_

continuous optimization

135 papers

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Co-occurring keywords

convex optimization (1321) gradient descent (1144) directed acyclic graph (245) optimal transport (948) discrete optimization (145) structure learning (341) graphical model (864) submodular maximization (143) convergence rate (607) combinatorial optimization (1039)

Papers

Continuous Inference in Graphical Models with Polynomial Energies CVPR 2013
Unifying Nuclear Norm and Bilinear Factorization Approaches for Low-Rank Matrix Decomposition ICCV 2013
Smoothing Multivariate Performance Measures JMLR 2012
Scaling MPE Inference for Constrained Continuous Markov Random Fields with Consensus Optimization NIPS 2012
Efficient high dimensional maximum entropy modeling via symmetric partition functions NIPS 2012
Constrained 1-Spectral Clustering AISTATS 2012
Projection onto A Nonnegative Max-Heap NIPS 2011
Model Selection for Regression with Continuous Kernel Functions Using the Modulus of Continuity JMLR 2008
Simulated Annealing: Rigorous finite-time guarantees for optimization on continuous domains NIPS 2007
A Unified Continuous Optimization Framework for Center-Based Clustering Methods JMLR 2007