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

Optimization over Continuous and Multi-dimensional Decisions with Observational Data NIPS 2018
Newton-Type Methods for Inference in Higher-Order Markov Random Fields CVPR 2017
Regret Analysis for Continuous Dueling Bandit NIPS 2017
Decomposable Submodular Function Minimization: Discrete and Continuous NIPS 2017
Large-Scale Quadratically Constrained Quadratic Program via Low-Discrepancy Sequences NIPS 2017
Towards Decoding as Continuous Optimisation in Neural Machine Translation EMNLP 2017
Gradient Methods for Submodular Maximization NIPS 2017
Non-Contact Full Field Vibration Measurement Based on Phase-Shifting CVPR 2017
A Differential Equation for Modeling Nesterov's Accelerated Gradient Method: Theory and Insights JMLR 2016
Full Flow: Optical Flow Estimation By Global Optimization Over Regular Grids CVPR 2016
Nearly Isometric Embedding by Relaxation NIPS 2016
Algorithms for Lipschitz Learning on Graphs COLT 2015
Accelerated Mirror Descent in Continuous and Discrete Time NIPS 2015
Highly-Expressive Spaces of Well-Behaved Transformations: Keeping It Simple ICCV 2015
Exactness of Approximate MAP Inference in Continuous MRFs NIPS 2015
FAST LABEL: Easy and Efficient Solution of Joint Multi-Label and Estimation Problems CVPR 2014
A Principled Approach for Coarse-to-Fine MAP Inference CVPR 2014
Discrete-Continuous Depth Estimation from a Single Image CVPR 2014
Tight Continuous Relaxation of the Balanced k-Cut Problem NIPS 2014
Lipschitz Bandits: Regret Lower Bound and Optimal Algorithms COLT 2014
Graph Cut based Continuous Stereo Matching using Locally Shared Labels CVPR 2014
Dual Decomposition for Joint Discrete-Continuous Optimization AISTATS 2013
Parametric Task Learning NIPS 2013
Reflection methods for user-friendly submodular optimization NIPS 2013
EDML for Learning Parameters in Directed and Undirected Graphical Models NIPS 2013