Mathematics & Optimization

Parameterised Queries and Lifted Query Answering IJCAI 2018 Parameterized Algorithms for the Matrix Completion Problem ICML 2018 Parameters as interacting particles: long time convergence and asymptotic error scaling of neural networks NeurIPS 2018 Partial Optimality and Fast Lower Bounds for Weighted Correlation Clustering ICML 2018 Passive Static Equilibrium with Frictional Contacts and Application to Grasp Stability Analysis RSS 2018 Patchwork Kriging for Large-scale Gaussian Process Regression JMLR 2018 Payoff Control in the Iterated Prisoner's Dilemma IJCAI 2018 Performance Analysis of Cloud Applications NSDI 2018 Persistence Fisher Kernel: A Riemannian Manifold Kernel for Persistence Diagrams NeurIPS 2018 Phase Retrieval Under a Generative Prior NeurIPS 2018 Planar Shape Detection at Structural Scales CVPR 2018 Planning and Learning with Stochastic Action Sets IJCAI 2018 Planning in Factored State and Action Spaces with Learned Binarized Neural Network Transition Models IJCAI 2018 Plug-in Estimation in High-Dimensional Linear Inverse Problems: A Rigorous Analysis NeurIPS 2018 Policy-Conditioned Uncertainty Sets for Robust Markov Decision Processes NeurIPS 2018 Policy Optimization with Second-Order Advantage Information IJCAI 2018 pOSE: Pseudo Object Space Error for Initialization-Free Bundle Adjustment CVPR 2018 Postfiltering Using Log-Magnitude Spectrum for Speech and Audio Coding Interspeech 2018 Post-Regularization Inference for Time-Varying Nonparanormal Graphical Models JMLR 2018 Power-law efficient neural codes provide general link between perceptual bias and discriminability NeurIPS 2018 Practical Methods for Graph Two-Sample Testing NeurIPS 2018 Preference Orders on Families of Sets - When Can Impossibility Results Be Avoided? IJCAI 2018 Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness ICML 2018 Privacy Amplification by Subsampling: Tight Analyses via Couplings and Divergences NeurIPS 2018 Private Sequential Learning COLT 2018