Mathematics & Optimization

An Online Learning Framework for Energy-Efficient Navigation of Electric Vehicles IJCAI 2020 An Optimal Algorithm for Adversarial Bandits with Arbitrary Delays AISTATS 2020 An Optimal Algorithm for Bandit Convex Optimization with Strongly-Convex and Smooth Loss AISTATS 2020 A Novel Approach for Constrained Optimization in Graphical Models NeurIPS 2020 A Novel Higher-order Weisfeiler-Lehman Graph Convolution ACML 2020 A novel variational form of the Schatten-p quasi-norm NeurIPS 2020 A Particle Swarm Based Algorithm for Functional Distributed Constraint Optimization Problems AAAI 2020 APKeep: Realtime Verification for Real Networks NSDI 2020 A polynomial-time algorithm for learning nonparametric causal graphs NeurIPS 2020 Appearance Shock Grammar for Fast Medial Axis Extraction From Real Images CVPR 2020 Applications of Common Entropy for Causal Inference NeurIPS 2020 Apprenticeship Learning via Frank-Wolfe AAAI 2020 Approval-Based Apportionment AAAI 2020 Approximate Heavily-Constrained Learning with Lagrange Multiplier Models NeurIPS 2020 Approximate Pareto Set for Fair and Efficient Allocation: Few Agent Types or Few Resource Types IJCAI 2020 Approximate Representer Theorems in Non-reflexive Banach Spaces ALT 2020 Approximating shapes in images with low-complexity polygons CVPR 2020 Approximation Guarantees of Local Search Algorithms via Localizability of Set Functions ICML 2020 A Practical Algorithm for Multiplayer Bandits when Arm Means Vary Among Players AISTATS 2020 A Practical Riemannian Algorithm for Computing Dominant Generalized Eigenspace UAI 2020 apricot: Submodular selection for data summarization in Python JMLR 2020 A PTAS for the Bayesian Thresholding Bandit Problem AISTATS 2020 A QSAT Benchmark Based on Vertex-Folkman Problems (Student Abstract) AAAI 2020 A Randomized Algorithm to Reduce the Support of Discrete Measures NeurIPS 2020 A random matrix analysis of random Fourier features: beyond the Gaussian kernel, a precise phase transition, and the corresponding double descent NeurIPS 2020