anish lakkapragada

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Machine Learning 1

exponential family discriminant analysis May 17, 2025

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using the vc dimension & rademacher complexity
a quick tutorial of pac-bayesian and stability learning
bernstein-von mises theorem & power posteriors
exponential family discriminant analysis
what if we didn't approximate posteriors?

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machine-learning bayesian-inference statistical-learning-theory bayesian-neural-networks CAVI exponential-families linear-discriminant-analysis model-misspecification pac-bayes-learning power-posteriors

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machine-learning bayesian-inference statistical-learning-theory bayesian-neural-networks CAVI exponential-families linear-discriminant-analysis model-misspecification pac-bayes-learning power-posteriors

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