7 citations · 13 across the 3 of their papers we have counts for
3 papers
cs.DS2023
Beyond Moments: Robustly Learning Affine Transformations with Asymptotically Optimal Error
He Jia, Pravesh K . Kothari, Santosh S. Vempala
We present a polynomial-time algorithm for robustly learning an unknown affine transformation of the standard hypercube from samples, an important and well-studied setting for inde…
astro-ph.CO2022★ 6 cited
Galaxy Spin Classification I: Z-wise vs S-wise Spirals With Chirality Equivariant Residual Network
He Jia, Hong-Ming Zhu, Ue-Li Pen
The angular momentum of galaxies (galaxy spin) contains rich information about the initial condition of the Universe, yet it is challenging to efficiently measure the spin directio…
stat.ML2019★ 7 cited
Normalizing Constant Estimation with Gaussianized Bridge Sampling
He Jia, Uroš Seljak
Normalizing constant (also called partition function, Bayesian evidence, or marginal likelihood) is one of the central goals of Bayesian inference, yet most of the existing methods…