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partial information decomposition (3) information theory (3) mutual information (2) representation learning (2) analytical method (1) permutation-invariant aggregation (1) redundant information (1) node ordering (1) graph neural network (1) morphological analysis (1)

Papers

What to align in multimodal contrastive learning? ICLR 2025 Analytically deriving Partial Information Decomposition for affine systems of stable and convolution-closed distributions NeurIPS 2024 Gaussian Partial Information Decomposition: Bias Correction and Application to High-dimensional Data NeurIPS 2023 Graph Ordering Attention Networks AAAI 2023 Measuring Morphological Fusion Using Partial Information Decomposition COLING 2022