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Optimization

1184 directly classified papers

Papers per year

Papers

A Generic Approach to Accelerating Belief Propagation Based Incomplete Algorithms for DCOPs via a Branch-and-Bound Technique AAAI 2019
Tensor Ring Decomposition with Rank Minimization on Latent Space: An Efficient Approach for Tensor Completion AAAI 2019
Blended Matching Pursuit NIPS 2019
Online Convex Matrix Factorization with Representative Regions NIPS 2019
Learning to bid in revenue-maximizing auctions ICML 2019
Learning Parametric Constraints in High Dimensions from Demonstrations CORL 2019
On Fast Convergence of Proximal Algorithms for SQRT-Lasso Optimization: Don’t Worry About its Nonsmooth Loss Function UAI 2019
Comparing EM with GD in Mixture Models of Two Components UAI 2019
Dynamic Trip-Vehicle Dispatch with Scheduled and On-Demand Requests UAI 2019
Adaptive Hashing for Model Counting UAI 2019
End-to-End Optimization of Source Models for Speech and Audio Coding Using a Machine Learning Framework INTERSPEECH 2019
A Fast Proximal Point Method for Computing Exact Wasserstein Distance UAI 2019
Bottleneck Potentials in Markov Random Fields ICCV 2019
An Efficient Schmidt-EKF for 3D Visual-Inertial SLAM CVPR 2019
MAP Inference via Block-Coordinate Frank-Wolfe Algorithm CVPR 2019
Numerical Optimization to AI, and Back AAAI 2019
A Robust and Efficient Algorithm for the PnL Problem Using Algebraic Distance to Approximate the Reprojection Distance AAAI 2019
GENO -- GENeric Optimization for Classical Machine Learning NIPS 2019
Submodular Maximization beyond Non-negativity: Guarantees, Fast Algorithms, and Applications ICML 2019
Trading Redundancy for Communication: Speeding up Distributed SGD for Non-convex Optimization ICML 2019
Fast and Accurate Least-Mean-Squares Solvers NIPS 2019
Faster Boosting with Smaller Memory NIPS 2019
Learning Positive Functions with Pseudo Mirror Descent NIPS 2019
Learning Sparse Distributions using Iterative Hard Thresholding NIPS 2019
Beyond the Single Neuron Convex Barrier for Neural Network Certification NIPS 2019