NeurIPS "dimensionality reduction" Papers

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AutoSciDACT: Automated Scientific Discovery through Contrastive Embedding and Hypothesis Testing

Sam Bright-Thonney, Christina Reissel, Gaia Grosso et al.

NeurIPS 2025posterarXiv:2510.21935
2
citations

High-dimensional neuronal activity from low-dimensional latent dynamics: a solvable model

Valentin Schmutz, Ali Haydaroğlu, Shuqi Wang et al.

NeurIPS 2025oral
2
citations

Understanding Contrastive Learning via Gaussian Mixture Models

Parikshit Bansal, Ali Kavis, Sujay Sanghavi

NeurIPS 2025poster
3
citations