1 citations · 1 across the 2 of their papers we have counts for
2 papers
stat.ML2025
Kernel Trace Distance: Quantum Statistical Metric between Measures through RKHS Density Operators
Arturo Castellanos, Anna Korba, Pavlo Mozharovskyi +1
Distances between probability distributions are a key component of many statistical machine learning tasks, from two-sample testing to generative modeling, among others. We introdu…
math.ST2021★ 1 cited
Adaptive Importance Sampling meets Mirror Descent: a Bias-variance tradeoff
Anna Korba, François Portier
Adaptive importance sampling is a widely spread Monte Carlo technique that uses a re-weighting strategy to iteratively estimate the so-called target distribution. A major drawback…