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geometric analysis

42 papers

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Co-occurring keywords

representation learning (6174) language model (4573) word embedding (1764) dimensionality reduction (720) adversarial training (1261) markov decision process (788) value function (294) intrinsic dimension (38) motion segmentation (79) semantic similarity (906)

Papers

Random Projections and α-Shape to Support the Kernel Design (Student Abstract) AAAI 2020
The Value Function Polytope in Reinforcement Learning ICML 2019
Geometric Understanding for Unsupervised Subspace Learning IJCAI 2019
A Geometric Perspective on the Transferability of Adversarial Directions AISTATS 2019
Adaptive Geometric Multiscale Approximations for Intrinsically Low-dimensional Data JMLR 2019
SparseFool: A Few Pixels Make a Big Difference CVPR 2019
A Geometric Perspective on Optimal Representations for Reinforcement Learning NIPS 2019
Untangling in Invariant Speech Recognition NIPS 2019
Scalable inference of topic evolution via models for latent geometric structures NIPS 2019
Towards Understanding the Geometry of Knowledge Graph Embeddings ACL 2018
Geometry Score: A Method For Comparing Generative Adversarial Networks ICML 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
The HCI Stereo Metrics: Geometry-Aware Performance Analysis of Stereo Algorithms ICCV 2015
Social Saliency Prediction CVPR 2015
Structure Spaces JMLR 2009
Pursuit and evasion in non-convex domains of arbitrary dimensions RSS 2006