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Information Bottleneck and Aggregated Learning.

, , , , and . IEEE Trans. Pattern Anal. Mach. Intell., 45 (12): 14807-14820 (December 2023)

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Average Throughput with Linear Network Coding over Finite Fields: The Combination Network Case., and . EURASIP J. Wireless Comm. and Networking, (2008)On stochastic estimation of the partition function., and . ISIT, page 1504-1508. IEEE, (2014)On Information-Theoretic Characterizations of Markov Random Fields and Subfields., , , , and . IEEE Trans. Inf. Theory, 65 (3): 1493-1511 (2019)Aggregated Learning: A Vector-Quantization Approach to Learning Neural Network Classifiers., , , , and . AAAI, page 5810-5817. AAAI Press, (2020)Neural Entropic Estimation: A faster path to mutual information estimation., , , , , and . CoRR, (2019)On Holant Theorem and Its Proof, , and . CoRR, (2010)Information Bottleneck and Aggregated Learning., , , , and . IEEE Trans. Pattern Anal. Mach. Intell., 45 (12): 14807-14820 (December 2023)Adaptive Label Smoothing for Classifier-based Mutual Information Neural Estimation., , , and . ISIT, page 1035-1040. IEEE, (2021)Smoothed InfoNCE: Breaking the log N Curse without Overshooting., , , and . ISIT, page 724-729. IEEE, (2022)Normal Factor Graphs as Probabilistic Models, and . CoRR, (2012)