conftrace_

low-dimensional embedding

20 papers

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Co-occurring keywords

dimensionality reduction (720) ordinal embedding (18) representation learning (6206) tree structure (140) multidimensional scaling (19) spectral clustering (305) metric learning (1190) link prediction (624) model compression (3302) tree-structured classifier (2)

Papers

GreenKGC: A Lightweight Knowledge Graph Completion Method ACL 2023
ActUp: Analyzing and Consolidating tSNE and UMAP IJCAI 2023
Theoretical Foundations of t-SNE for Visualizing High-Dimensional Clustered Data JMLR 2022
Modality-Agnostic Topology Aware Localization NIPS 2021
Multidimensional Scaling: Approximation and Complexity ICML 2021
Tree! I am no Tree! I am a low dimensional Hyperbolic Embedding NIPS 2020
What relations are reliably embeddable in Euclidean space? ALT 2020
Social Media-based User Embedding: A Literature Review IJCAI 2019
Hyperbolic Ordinal Embedding ACML 2019
Less but Better: Generalization Enhancement of Ordinal Embedding via Distributional Margin AAAI 2019
Provable Gaussian Embedding with One Observation NIPS 2018
Embedding Logical Queries on Knowledge Graphs NIPS 2018
Cross-lingual Lexical Sememe Prediction EMNLP 2018
ProtoNN: Compressed and Accurate kNN for Resource-scarce Devices ICML 2017
Finite Sample Prediction and Recovery Bounds for Ordinal Embedding NIPS 2016
Graph Approximation and Clustering on a Budget AISTATS 2015
Learning Concept Embeddings With Combined Human-Machine Expertise ICCV 2015
Multiview Triplet Embedding: Learning Attributes in Multiple Maps ICML 2015
Linear-time training of nonlinear low-dimensional embeddings AISTATS 2014
Label Embedding Trees for Large Multi-Class Tasks NIPS 2010