AIBullisharXiv – CS AI · 7h ago6/10
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InfoAtlas: A Foundation Model for Zero-Shot Statistical Dependence Estimate
Researchers introduce InfoAtlas, a foundation model that estimates statistical dependence between high-dimensional variables in a single forward pass rather than requiring iterative optimization. The breakthrough achieves 100x speedup while matching state-of-the-art accuracy, enabling real-time dependency analysis across varying data dimensions and sample sizes.