conftrace_
← Optimization & Theory
Machine Learning › Optimization & Theory ›

Optimization

14,207 papers

Papers per year

Papers

Breaking the $1/\sqrt{n}$ Barrier: Faster Rates for Permutation-based Models in Polynomial Time COLT 2018
Unleashing Linear Optimizers for Group-Fair Learning and Optimization COLT 2018
Iterate Averaging as Regularization for Stochastic Gradient Descent COLT 2018
Smoothed analysis for low-rank solutions to semidefinite programs in quadratic penalty form COLT 2018
Certified Computation from Unreliable Datasets COLT 2018
Continuous Word Embedding Fusion via Spectral Decomposition CONLL 2018
Spline Error Weighting for Robust Visual-Inertial Fusion CVPR 2018
Correlation Tracking via Joint Discrimination and Reliability Learning CVPR 2018
Hyperparameter Optimization for Tracking With Continuous Deep Q-Learning CVPR 2018
Multi-Image Semantic Matching by Mining Consistent Features CVPR 2018
Decorrelated Batch Normalization CVPR 2018
Towards a Mathematical Understanding of the Difficulty in Learning With Feedforward Neural Networks CVPR 2018
Learning Steerable Filters for Rotation Equivariant CNNs CVPR 2018
Towards Faster Training of Global Covariance Pooling Networks by Iterative Matrix Square Root Normalization CVPR 2018
On the Convergence of PatchMatch and Its Variants CVPR 2018
pOSE: Pseudo Object Space Error for Initialization-Free Bundle Adjustment CVPR 2018
ICE-BA: Incremental, Consistent and Efficient Bundle Adjustment for Visual-Inertial SLAM CVPR 2018
Radially-Distorted Conjugate Translations CVPR 2018
Salience Guided Depth Calibration for Perceptually Optimized Compressive Light Field 3D Display CVPR 2018
Zoom and Learn: Generalizing Deep Stereo Matching to Novel Domains CVPR 2018
Practical Block-Wise Neural Network Architecture Generation CVPR 2018
Distributable Consistent Multi-Object Matching CVPR 2018
Dynamic Scene Deblurring Using Spatially Variant Recurrent Neural Networks CVPR 2018
CodeSLAM — Learning a Compact, Optimisable Representation for Dense Visual SLAM CVPR 2018
SobolevFusion: 3D Reconstruction of Scenes Undergoing Free Non-Rigid Motion CVPR 2018