Geometry

The Value Function Polytope in Reinforcement Learning ICML 2019 Tight Lower Bounds on the VC-dimension of Geometric Set Systems JMLR 2019 Towards a Method of Dynamic Vocal Tract Shapes Generation by Combining Static 3D and Dynamic 2D MRI Speech Data Interspeech 2019 Trajectory Optimization on Manifolds: A Theoretically-Guaranteed Embedded Sequential Convex Programming Approach RSS 2019 Trivializations for Gradient-Based Optimization on Manifolds NeurIPS 2019 Visualizing the PHATE of Neural Networks NeurIPS 2019 Voronoi Boundary Classification: A High-Dimensional Geometric Approach via Weighted Monte Carlo Integration ICML 2019 3D Registration of Curves and Surfaces Using Local Differential Information CVPR 2018 3D Semantic Trajectory Reconstruction From 3D Pixel Continuum CVPR 2018 A Certifiably Globally Optimal Solution to the Non-Minimal Relative Pose Problem CVPR 2018 A Minimalist Approach to Type-Agnostic Detection of Quadrics in Point Clouds CVPR 2018 A Robust Method for Strong Rolling Shutter Effects Correction Using Lines With Automatic Feature Selection CVPR 2018 A Spectral View of Adversarially Robust Features NeurIPS 2018 A Spline Theory of Deep Learning ICML 2018 Averaging Stochastic Gradient Descent on Riemannian Manifolds COLT 2018 Communication Efficient Parallel Algorithms for Optimization on Manifolds NeurIPS 2018 Compact Convex Projections JMLR 2018 Curve Reconstruction via the Global Statistics of Natural Curves CVPR 2018 Dimensionality Reduction has Quantifiable Imperfections: Two Geometric Bounds NeurIPS 2018 Efficient Computation of Implicational Universals in Constraint-Based Phonology Through the Hyperplane Separation Theorem EMNLP 2018 Efficient, Sparse Representation of Manifold Distance Matrices for Classical Scaling CVPR 2018 Exploring the Relationship between Conic Affinity of NMF Dictionaries and Speech Enhancement Metrics Interspeech 2018 Fitting a Putative Manifold to Noisy Data COLT 2018 Geometric Lower Bounds for Distributed Parameter Estimation under Communication Constraints COLT 2018 Geometry-Aware Deep Network for Single-Image Novel View Synthesis CVPR 2018