Optimization

Quadratically Regularized Subgradient Methods for Weakly Convex Optimization with Weakly Convex Constraints ICML 2020 Quadratic Sparse Gaussian Graphical Model Estimation Method for Massive Variables IJCAI 2020 Quadruply Stochastic Gradient Method for Large Scale Nonlinear Semi-Supervised Ordinal Regression AUC Optimization AAAI 2020 Quantized Decentralized Stochastic Learning over Directed Graphs ICML 2020 Quantum Algorithms for Deep Convolutional Neural Networks ICLR 2020 Quasi-Newton Solver for Robust Non-Rigid Registration CVPR 2020 Querying to Find a Safe Policy under Uncertain Safety Constraints in Markov Decision Processes AAAI 2020 Rammer: Enabling Holistic Deep Learning Compiler Optimizations with rTasks OSDI 2020 RandAugment: Practical Automated Data Augmentation with a Reduced Search Space NeurIPS 2020 Random Fourier Features via Fast Surrogate Leverage Weighted Sampling AAAI 2020 Random Hypervolume Scalarizations for Provable Multi-Objective Black Box Optimization ICML 2020 Randomised Gaussian Process Upper Confidence Bound for Bayesian Optimisation IJCAI 2020 Randomized Block-Diagonal Preconditioning for Parallel Learning ICML 2020 Random Reshuffling: Simple Analysis with Vast Improvements NeurIPS 2020 Rankmax: An Adaptive Projection Alternative to the Softmax Function NeurIPS 2020 Ratio Trace Formulation of Wasserstein Discriminant Analysis NeurIPS 2020 Reachable Sets for Safe, Real-Time Manipulator Trajectory Design RSS 2020 Real Time Speech Enhancement in the Waveform Domain Interspeech 2020 Reanalysis of Variance Reduced Temporal Difference Learning ICLR 2020 Re-architecting Congestion Management in Lossless Ethernet NSDI 2020 Recht-Re Noncommutative Arithmetic-Geometric Mean Conjecture is False ICML 2020 Recursive Least-Squares Estimator-Aided Online Learning for Visual Tracking CVPR 2020 Reducing Underflow in Mixed Precision Training by Gradient Scaling IJCAI 2020 Reduction and Local Search for Weighted Graph Coloring Problem AAAI 2020 Region-Adaptive Dense Network for Efficient Motion Deblurring AAAI 2020