Mathematics & Optimization

Prosody and Breathing: A Comparison Between Rhetorical and Information-Seeking Questions in German and Brazilian Portuguese Interspeech 2020 Protecting Geolocation Privacy of Photo Collections AAAI 2020 Provable Convex Co-clustering of Tensors JMLR 2020 Provable Online CP/PARAFAC Decomposition of a Structured Tensor via Dictionary Learning NeurIPS 2020 Provable Overlapping Community Detection in Weighted Graphs NeurIPS 2020 Provably Constant-time Planning and Re-planning for Real-time Grasping Objects off a Conveyor Belt RSS 2020 Provably robust estimation of modulo 1 samples of a smooth function with applications to phase unwrapping JMLR 2020 Proximal Gradient Algorithm with Momentum and Flexible Parameter Restart for Nonconvex Optimization IJCAI 2020 Proximity Operator of the Matrix Perspective Function and its Applications NeurIPS 2020 Proximity Preserving Binary Code Using Signed Graph-Cut AAAI 2020 ProxSARAH: An Efficient Algorithmic Framework for Stochastic Composite Nonconvex Optimization JMLR 2020 Pure-Past Linear Temporal and Dynamic Logic on Finite Traces IJCAI 2020 Pursuit of Low-Rank Models of Time-Varying Matrices Robust to Sparse and Measurement Noise AAAI 2020 QR-code Reconstruction from Event Data via Optimization in Code Subspace WACV 2020 Quadratically Regularized Subgradient Methods for Weakly Convex Optimization with Weakly Convex Constraints ICML 2020 Quadratic Decomposable Submodular Function Minimization: Theory and Practice JMLR 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 Quantifying the Empirical Wasserstein Distance to a Set of Measures: Beating the Curse of Dimensionality NeurIPS 2020 Quantitative stability of optimal transport maps and linearization of the 2-Wasserstein space AISTATS 2020 Quasi-Newton Solver for Robust Non-Rigid Registration CVPR 2020 Query Answering for Existential Rules via Efficient Datalog Rewriting IJCAI 2020 Query Answering with Guarded Existential Rules under Stable Model Semantics AAAI 2020 Random extrapolation for primal-dual coordinate descent ICML 2020 Random Fourier Features via Fast Surrogate Leverage Weighted Sampling AAAI 2020