Geometry

Correspondence-Free Non-Rigid Point Set Registration Using Unsupervised Clustering Analysis CVPR 2024 DART: Implicit Doppler Tomography for Radar Novel View Synthesis CVPR 2024 Data-driven bifurcation analysis via learning of homeomorphism L4DC 2024 Diffeomorphic interpolation for efficient persistence-based topological optimization NeurIPS 2024 Differentiability and Optimization of Multiparameter Persistent Homology ICML 2024 Differentially Private Topological Data Analysis JMLR 2024 DiffRed: Dimensionality reduction guided by stable rank AISTATS 2024 Dual VC Dimension Obstructs Sample Compression by Embeddings COLT 2024 Dynamic Facility Location in High Dimensional Euclidean Spaces ICML 2024 Dynamic Metric Embedding into lp Space ICML 2024 Enhancing Hyperbolic Knowledge Graph Embeddings via Lorentz Transformations ACL 2024 Entropic Gromov-Wasserstein Distances: Stability and Algorithms JMLR 2024 Euler Characteristic Tools for Topological Data Analysis JMLR 2024 Exploiting Data Geometry in Machine Learning AAAI 2024 Faster Maximum Inner Product Search in High Dimensions ICML 2024 Fast Hyperboloid Decision Tree Algorithms ICLR 2024 Fermat Distances: Metric Approximation, Spectral Convergence, and Clustering Algorithms JMLR 2024 Finsler-Laplace-Beltrami Operators with Application to Shape Analysis CVPR 2024 Fitting Flats to Flats CVPR 2024 Fun with Flags: Robust Principal Directions via Flag Manifolds CVPR 2024 Gaussian Processes on Cellular Complexes ICML 2024 Generalized Sobolev Transport for Probability Measures on a Graph ICML 2024 Geometric Learning with Positively Decomposable Kernels JMLR 2024 Geometry-Aware Instrumental Variable Regression ICML 2024 Geometry-Calibrated DRO: Combating Over-Pessimism with Free Energy Implications ICML 2024