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Conditional tSNE Bo Kang Jefrey Lijffijt Tijl De Bie Ghent - PowerPoint PPT Presentation

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Conditional tSNE Bo Kang Jefrey Lijffijt Tijl De Bie Ghent University Daro Garca Garca Facebook Ral Santos-Rodrguez University of Bristol Motivation High dim data embeddings often have confounding factors. Factors: known,

  1. Conditional tSNE Bo Kang Jefrey Lijffijt Tijl De Bie Ghent University Darío García García Facebook Raúl Santos-Rodríguez University of Bristol

  2. Motivation • High dim data embeddings often have confounding factors. • Factors: known, unknown but dominant, sensitive.

  3. Motivation UCI Adult dataset

  4. Motivation • High dim data embeddings often has confounding factors • Factors that are known, unknown but dominant, sensitive. • Find embedding with confounding factors explained away?

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