conftrace_

dual decomposition

18 papers

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Co-occurring keywords

graphical model (864) message passing (579) map inference (130) markov random field (303) continuous optimization (135) energy minimization (121) convex optimization (1321) augmented lagrangian (37) convex belief propagation (1) protein side-chain packing (2)

Papers

Scalable Mixed-Integer Optimization with Neural Constraints via Dual Decomposition AAAI 2026
Prior-aware Composition Inference for Spectral Topic Models AISTATS 2020
Asynchronous Parallel Coordinate Minimization for MAP Inference NIPS 2017
Scalable Convex Multiple Sequence Alignment via Entropy-Regularized Dual Decomposition AISTATS 2017
A Message Passing Algorithm for the Minimum Cost Multicut Problem CVPR 2017
Combining Generative and Discriminative Approaches to Unsupervised Dependency Parsing via Dual Decomposition EMNLP 2017
Dual Decomposed Learning with Factorwise Oracle for Structural SVM of Large Output Domain NIPS 2016
Learning Tree Structured Potential Games NIPS 2016
AD3: Alternating Directions Dual Decomposition for MAP Inference in Graphical Models JMLR 2015
Efficient Training of Structured SVMs via Soft Constraints AISTATS 2015
Decomposition Bounds for Marginal MAP NIPS 2015
Message Passing Inference for Large Scale Graphical Models with High Order Potentials NIPS 2014
Dual Decomposition for Joint Discrete-Continuous Optimization AISTATS 2013
A Fast and Exact Energy Minimization Algorithm for Cycle MRFs ICML 2013
Subproblem-Tree Calibration: A Unified Approach to Max-Product Message Passing ICML 2013
Higher Order Matching for Consistent Multiple Target Tracking ICCV 2013
Continuous Inference in Graphical Models with Polynomial Energies CVPR 2013
Approximate Inference by Intersecting Semidefinite Bound and Local Polytope AISTATS 2012