A unified probabilistic framework for robust manifold learning and embedding

Research article (Machine Learning, 2016) · cited 13× · AI/ML

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Summary

An unified probabilistic framework for robust manifold learning and embedding is a scholarly article^[1].

Key Facts

An unified probabilistic framework for robust manifold learning and embedding's instance of is recorded as scholarly article^[2].

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Source: OpenAlex (openalex.org), snapshot of 2026-09-23. CC0 1.0 Universal. CC0 1.0 Universal · OpenAlex

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Quick Facts

Instance of scholarly article

Publication date December 23, 2016

Properties

Published in Machine Learning

Title lang: en, text: A unified probabilistic framework for robust manifold learning and embedding

External References (2)

Doi 10.1007/S10994-016-5602-8

Openalex id W2563227364

🔗 Connections

Authored by 2

Ivor Wai-Hung Tsang, Qi Mao

← Author of 2

Ivor Wai-Hung Tsang, Qi Mao

References

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Direct Wikidata claims

[2] ↑ A unified probabilistic framework for robust manifold learning and embedding — instance of (P31): scholarly article. wikidata.org.

Class ancestry

[1] ↑ A unified probabilistic framework for robust manifold learning and embedding is an instance of scholarly article (scholarly article) [P31, primary]. Wikidata. wikidata.org.

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Use these citations when quoting this entity in research, articles, AI prompts, or wherever provenance matters. We aggregate Wikidata + Wikipedia + authoritative open-data sources; the stitched, scored, cross-referenced view is what 4ort.xyz contributes.

APA

4ort.xyz Knowledge Graph. (2026). A unified probabilistic framework for robust manifold learning and embedding. Retrieved October 17, 2026, from https://4ort.xyz/entity/a-unified-probabilistic-framework-for-robust-manifold-learning-and-embedding

MLA

“A unified probabilistic framework for robust manifold learning and embedding.” 4ort.xyz Knowledge Graph, 4ort.xyz, 17 Oct. 2026, https://4ort.xyz/entity/a-unified-probabilistic-framework-for-robust-manifold-learning-and-embedding.

BibTeX

@misc{4ortxyz_a-unified-probabilistic-framework-for-robust-manifold-learning-and-embedding_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{A unified probabilistic framework for robust manifold learning and embedding}}, year = {2026}, url = {https://4ort.xyz/entity/a-unified-probabilistic-framework-for-robust-manifold-learning-and-embedding}, note = {Accessed: 2026-10-17}}

LLM prompt

According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): A unified probabilistic framework for robust manifold learning and embedding — https://4ort.xyz/entity/a-unified-probabilistic-framework-for-robust-manifold-learning-and-embedding (retrieved 2026-10-17)

Canonical URL: https://4ort.xyz/entity/a-unified-probabilistic-framework-for-robust-manifold-learning-and-embedding · Last refreshed: October 17, 2026