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natural-gradient-descent

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serafin-stats / advanced-statistical-computing

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This course is part of the USC Graduate Biostatistics Program and is designed for second-year and beyond students interested in designing and implementing computational inferential tools for research.

optimization automatic-differentiation gradient-descent bayesian-inference conjugate-gradient variational-inference hamiltonian-monte-carlo gibbs-sampling numerical-stability jax elbo evidence-lower-bound jit-compilation exponential-families natural-gradient-descent statistical-divergences
  • Updated Apr 14, 2026

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