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math.PR2025
A new tail bound for the sum of bounded independent random variables
Jackson Loper, Jeffrey Regier
We construct a new tail bound for the sum of independent random variables for situations in which the expected value of the sum is known and each random variable lies within a spec…
stat.ML2025★ 1 cited
Globally Convergent Variational Inference
Declan McNamara, Jackson Loper, Jeffrey Regier
In variational inference (VI), an approximation of the posterior distribution is selected from a family of distributions through numerical optimization. With the most common variat…