Mathematics & Optimization

Further Adaptive Best-of-Both-Worlds Algorithm for Combinatorial Semi-Bandits AISTATS 2023 Fused Gromov-Wasserstein Graph Mixup for Graph-level Classifications NeurIPS 2023 Future Aware Pricing and Matching for Sustainable On-Demand Ride Pooling AAAI 2023 G*: A New Approach to Bounding Curvature Constrained Shortest Paths through Dubins Gates RSS 2023 GANs as Gradient Flows that Converge JMLR 2023 Gaussian Differential Privacy on Riemannian Manifolds NeurIPS 2023 Gaussian Partial Information Decomposition: Bias Correction and Application to High-dimensional Data NeurIPS 2023 Gaussian processes at the Helm(holtz): A more fluid model for ocean currents ICML 2023 Gaussian Processes on Distributions based on Regularized Optimal Transport AISTATS 2023 Gaussian Processes with Errors in Variables: Theory and Computation JMLR 2023 Gaussian Process Priors for Systems of Linear Partial Differential Equations with Constant Coefficients ICML 2023 Generalization Error Bounds for Noisy, Iterative Algorithms via Maximal Leakage COLT 2023 Generalization Guarantees via Algorithm-dependent Rademacher Complexity COLT 2023 Generalized Belief Transport NeurIPS 2023 Generalized Confidence Constraints AAAI 2023 Generalized equivalences between subsampling and ridge regularization NeurIPS 2023 Generalized Implicit Follow-The-Regularized-Leader ICML 2023 Generalized Polyak Step Size for First Order Optimization with Momentum ICML 2023 Generalized PTR: User-Friendly Recipes for Data-Adaptive Algorithms with Differential Privacy AISTATS 2023 Generalized-Smooth Nonconvex Optimization is As Efficient As Smooth Nonconvex Optimization ICML 2023 Generalize Learned Heuristics to Solve Large-scale Vehicle Routing Problems in Real-time ICLR 2023 Generalizing Downsampling from Regular Data to Graphs AAAI 2023 Generalizing Nonlinear ICA Beyond Structural Sparsity NeurIPS 2023 Generating Private Synthetic Data with Genetic Algorithms ICML 2023 Generating Synthetic Datasets by Interpolating along Generalized Geodesics UAI 2023