geometric analysis

Learning To Segment Rigid Motions From Two Frames CVPR 2021 Monitoring geometrical properties of word embeddings for detecting the emergence of new topics. EMNLP 2021 On the geometry of generalization and memorization in deep neural networks ICLR 2021 Support vector machines and linear regression coincide with very high-dimensional features NeurIPS 2021 Geometric Analysis of Nonconvex Optimization Landscapes for Overcomplete Learning ICLR 2020 Pure and Spurious Critical Points: a Geometric Study of Linear Networks ICLR 2020 Random Projections and α-Shape to Support the Kernel Design (Student Abstract) AAAI 2020 Adaptive Geometric Multiscale Approximations for Intrinsically Low-dimensional Data JMLR 2019 A Geometric Perspective on Optimal Representations for Reinforcement Learning NeurIPS 2019 A Geometric Perspective on the Transferability of Adversarial Directions AISTATS 2019 Geometric Understanding for Unsupervised Subspace Learning IJCAI 2019 Scalable inference of topic evolution via models for latent geometric structures NeurIPS 2019 SparseFool: A Few Pixels Make a Big Difference CVPR 2019 The Value Function Polytope in Reinforcement Learning ICML 2019 Untangling in Invariant Speech Recognition NeurIPS 2019 Geometry Score: A Method For Comparing Generative Adversarial Networks ICML 2018 Robustness of Classifiers to Universal Perturbations: A Geometric Perspective ICLR 2018 Towards Understanding the Geometry of Knowledge Graph Embeddings ACL 2018 The strange geometry of skip-gram with negative sampling EMNLP 2017 New perspective on sampling-based motion planning via random geometric graphs RSS 2016 Social Saliency Prediction CVPR 2015 The HCI Stereo Metrics: Geometry-Aware Performance Analysis of Stereo Algorithms ICCV 2015 Structure Spaces JMLR 2009 Pursuit and evasion in non-convex domains of arbitrary dimensions RSS 2006