{"total":22,"rows":[{"id":"2206.03301","title":"Recent Advances in Bayesian Optimization","created":"2022-06-07","cited_by_count":76,"area":null},{"id":"2208.14960","title":"Stationary Kernels and Gaussian Processes on Lie Groups and their Homogeneous Spaces I: the compact case","created":"2022-08-31","cited_by_count":25,"area":null},{"id":"2111.01460","title":"Geometry-aware Bayesian Optimization in Robotics using Riemannian Mat\\'ern Kernels","created":"2021-11-02","cited_by_count":24,"area":null},{"id":"2106.04315","title":"Learning Riemannian Manifolds for Geodesic Motion Skills","created":"2021-06-08","cited_by_count":23,"area":null},{"id":"2406.04739","title":"A survey and benchmark of high-dimensional Bayesian optimization of discrete sequences","created":"2024-06-07","cited_by_count":23,"area":null},{"id":"2301.13088","title":"Stationary Kernels and Gaussian Processes on Lie Groups and their Homogeneous Spaces II: non-compact symmetric spaces","created":"2023-01-30","cited_by_count":15,"area":null},{"id":"2110.15036","title":"Orientation Probabilistic Movement Primitives on Riemannian Manifolds","created":"2021-10-28","cited_by_count":10,"area":null},{"id":"2305.10411","title":"Wasserstein Gradient Flows for Optimizing Gaussian Mixture Policies","created":"2023-05-17","cited_by_count":8,"area":null},{"id":"2203.07761","title":"Reactive Motion Generation on Learned Riemannian Manifolds","created":"2022-03-15","cited_by_count":6,"area":null},{"id":"2210.10962","title":"Optimization on Manifolds via Graph Gaussian Processes","created":"2022-10-20","cited_by_count":6,"area":null},{"id":"2310.07902","title":"Unraveling the Single Tangent Space Fallacy: An Analysis and Clarification for Applying Riemannian Geometry in Robot Learning","created":"2023-10-11","cited_by_count":6,"area":null},{"id":"2104.12365","title":"Efficient Hyperparameter Optimization for Physics-based Character Animation","created":"2021-04-26","cited_by_count":5,"area":null},{"id":"2110.08449","title":"Adversarial Attacks on Gaussian Process Bandits","created":"2021-10-16","cited_by_count":5,"area":null},{"id":"2205.09548","title":"ODBO: Bayesian Optimization with Search Space Prescreening for Directed Protein Evolution","created":"2022-05-19","cited_by_count":5,"area":null},{"id":"2302.10623","title":"The Gaussian kernel on the circle and spaces that admit isometric embeddings of the circle","created":"2023-02-21","cited_by_count":5,"area":null},{"id":"2212.01310","title":"Gaussian Process regression over discrete probability measures: on the non-stationarity relation between Euclidean and Wasserstein Squared Exponential Kernels","created":"2022-12-02","cited_by_count":2,"area":null},{"id":"2412.16554","title":"High-Dimensional Bayesian Optimization via Random Projection of Manifold Subspaces","created":"2024-12-21","cited_by_count":2,"area":null},{"id":"2505.22861","title":"Causal-PIK: Causality-based Physical Reasoning with a Physics-Informed Kernel","created":"2025-05-28","cited_by_count":2,"area":null},{"id":"2405.03073","title":"Convergence and Complexity Guarantee for Inexact First-order Riemannian Optimization Algorithms","created":"2024-05-05","cited_by_count":0,"area":null},{"id":"2405.15816","title":"Riemannian Bilevel Optimization","created":"2024-05-22","cited_by_count":0,"area":null},{"id":"2603.09793","title":"Information Theoretic Bayesian Optimization over the Probability Simplex","created":"2026-03-10","cited_by_count":0,"area":null},{"id":"2609.31107","title":"Bayesian Optimization with Fisher Information Geometry: Gradient Bounds and Trust-Region Methods","created":"2026-09-25","cited_by_count":0,"area":null}],"next_cursor":null}