What can be sampled locally? W Feng, Y Sun, Y Yin Proceedings of the ACM Symposium on Principles of Distributed Computing, 121-130, 2017 | 30 | 2017 |
Contraction: A unified perspective of correlation decay and zero-freeness of 2-spin systems S Shao, Y Sun Journal of Statistical Physics 185, 1-25, 2021 | 27 | 2021 |
Outlier-robust learning of ising models under dobrushin’s condition I Diakonikolas, DM Kane, A Stewart, Y Sun Conference on Learning Theory, 1645-1682, 2021 | 21 | 2021 |
SQ lower bounds for non-Gaussian component analysis with weaker assumptions I Diakonikolas, D Kane, L Ren, Y Sun Advances in Neural Information Processing Systems 36, 2024 | 7 | 2024 |
SQ lower bounds for learning single neurons with Massart noise I Diakonikolas, D Kane, L Ren, Y Sun Advances in Neural Information Processing Systems 35, 24006-24018, 2022 | 6 | 2022 |
SQ lower bounds for learning mixtures of linear classifiers I Diakonikolas, D Kane, Y Sun Advances in Neural Information Processing Systems 36, 27281-27293, 2023 | 3 | 2023 |
Optimal SQ lower bounds for robustly learning discrete product distributions and Ising models I Diakonikolas, DM Kane, Y Sun Conference on Learning Theory, 3936-3978, 2022 | 3 | 2022 |
Algorithms and Information-Computation Trade-Offs in High-Dimensional Statistical Estimation Y Sun The University of Wisconsin-Madison, 2024 | | 2024 |