anish lakkapragada
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  • exponential family discriminant analysis

    generalizing linear discriminant analysis beyond normally distributed data

    16 min read   ·   May 18, 2025

    2025   ·   lda, exponential-families, ml   ·   statistics

  • bernstein-von mises theorem & power posteriors

    bayesian inference in model misspecification settings, visually explained

    7 min read   ·   May 13, 2025

    2025   ·   bayesian-inference   ·   statistics

  • what if we didn't approximate posteriors?

    a toy bayesian neural network with an exact $$\beta \mid D$$

    21 min read   ·   May 09, 2025

    2025   ·   ml, variational-inference, bayesian-neural-networks   ·   ml, statistics

  • new website!

    never escaping jekyll :)

    1 min read   ·   March 17, 2025

    2025   ·   misc