242 citations · 294 across the 6 of their papers we have counts for
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stat.ML2023
Reparameterized Variational Rejection Sampling
Martin Jankowiak, Du Phan
Traditional approaches to variational inference rely on parametric families of variational distributions, with the choice of family playing a critical role in determining the accur…
cs.CL2023★ 1 cited
On Uncertainty Calibration and Selective Generation in Probabilistic Neural Summarization: A Benchmark Study
Polina Zablotskaia, Du Phan, Joshua Maynez +3
Modern deep models for summarization attains impressive benchmark performance, but they are prone to generating miscalibrated predictive uncertainty. This means that they assign hi…