"information-theoretic framework" Papers

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Data Mixing Can Induce Phase Transitions in Knowledge Acquisition

Xinran Gu, Kaifeng Lyu, Jiazheng Li et al.

NEURIPS 2025spotlightarXiv:2505.18091

Information-Theoretic Discrete Diffusion

Moongyu Jeon, Sangwoo Shin, Dongjae Jeon et al.

NEURIPS 2025arXiv:2510.24088

Partial Information Decomposition via Normalizing Flows in Latent Gaussian Distributions

Wenyuan Zhao, Adithya Balachandran, Chao Tian et al.

NEURIPS 2025arXiv:2510.04417

Start Smart: Leveraging Gradients For Enhancing Mask-based XAI Methods

Buelent Uendes, Shujian Yu, Mark Hoogendoorn