Mathematics & Optimization

Plateau-Reduced Differentiable Path Tracing CVPR 2023 Pointerformer: Deep Reinforced Multi-Pointer Transformer for the Traveling Salesman Problem AAAI 2023 Policy-Based Self-Competition for Planning Problems ICLR 2023 Policy Gradient Methods Find the Nash Equilibrium in N-player General-sum Linear-quadratic Games JMLR 2023 Policy Mirror Ascent for Efficient and Independent Learning in Mean Field Games ICML 2023 POLYCORN: Data-driven Cross-layer Multipath Networking for High-speed Railway through Composable Schedulerlets NSDI 2023 Polynomial Preconditioning for Gradient Methods ICML 2023 Polynomial-Time Algorithms for Counting and Sampling Markov Equivalent DAGs with Applications JMLR 2023 Polynomial-Time Linear-Swap Regret Minimization in Imperfect-Information Sequential Games NeurIPS 2023 Poseidon: Efficient, Robust, and Practical Datacenter CC via Deployable INT NSDI 2023 Pose Synchronization Under Multiple Pair-Wise Relative Poses CVPR 2023 Posterior Contraction Rates for Matérn Gaussian Processes on Riemannian Manifolds NeurIPS 2023 Power Bundle Adjustment for Large-Scale 3D Reconstruction CVPR 2023 Practical Algorithms for Orientations of Partially Directed Graphical Models CLeaR 2023 Practical Markov Boundary Learning without Strong Assumptions AAAI 2023 Practical Parallel Algorithms for Submodular Maximization Subject to a Knapsack Constraint with Nearly Optimal Adaptivity AAAI 2023 Precise Object Sliding with Top Contact via Asymmetric Dual Limit Surfaces RSS 2023 Precision/Recall on Imbalanced Test Data AISTATS 2023 Preconditioned Gradient Descent for Overparameterized Nonconvex Burer--Monteiro Factorization with Global Optimality Certification JMLR 2023 Preconditioning Matters: Fast Global Convergence of Non-convex Matrix Factorization via Scaled Gradient Descent NeurIPS 2023 Predicting Ordinary Differential Equations with Transformers ICML 2023 Predicting Rare Events by Shrinking Towards Proportional Odds ICML 2023 Prediction Equilibrium for Dynamic Network Flows JMLR 2023 Prediction-Oriented Bayesian Active Learning AISTATS 2023 Predictive safety filter using system level synthesis L4DC 2023