conftrace_

metric space

87 papers

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Co-occurring keywords

nearest neighbor (218) approximation algorithm (630) metric learning (1190) regret bound (1926) multi-armed bandit (1098) sample compression (32) nonparametric regression (111) optimal transport (948) manifold learning (403) representation learning (6206)

Papers

The Wasserstein Transform ICML 2019
Deep Embedding Features for Salient Object Detection AAAI 2019
Qualitative Spatial Logic over 2D Euclidean Spaces Is Not Finitely Axiomatisable AAAI 2019
Facility Location Problem in Differential Privacy Model Revisited NIPS 2019
Pure entropic regularization for metrical task systems COLT 2019
Beyond Vector Spaces: Compact Data Representation as Differentiable Weighted Graphs NIPS 2019
Approval-Based Elections and Distortion of Voting Rules IJCAI 2019
Sample-Optimal Low-Rank Approximation of Distance Matrices COLT 2019
Non-metric Similarity Graphs for Maximum Inner Product Search NIPS 2018
Active Nearest-Neighbor Learning in Metric Spaces JMLR 2018
Representation Tradeoffs for Hyperbolic Embeddings ICML 2018
The K-Nearest Neighbour UCB Algorithm for Multi-Armed Bandits with Covariates ALT 2018
Learning to Promote Saliency Detectors CVPR 2018
Comparison-Based Random Forests ICML 2018
Comparison-Based Nearest Neighbor Search AISTATS 2017
Multi-Armed Bandits with Metric Movement Costs NIPS 2017
Prototypical Networks for Few-shot Learning NIPS 2017
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space NIPS 2017
Nearest-Neighbor Sample Compression: Efficiency, Consistency, Infinite Dimensions NIPS 2017
Geodesic Distance Descriptors CVPR 2017
Improved Error Bounds for Tree Representations of Metric Spaces NIPS 2016
Open Problem: Kernel methods on manifolds and metric spaces. What is the probability of a positive definite geodesic exponential kernel? COLT 2016
New Resistance Distances with Global Information on Large Graphs AISTATS 2016
Active Nearest-Neighbor Learning in Metric Spaces NIPS 2016
Linear Relaxations for Finding Diverse Elements in Metric Spaces NIPS 2016