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Yuxin Sun
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Year
What can be sampled locally?
W Feng, Y Sun, Y Yin
Proceedings of the ACM Symposium on Principles of Distributed Computing, 121-130, 2017
262017
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
242021
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
192021
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
42022
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
32024
SQ lower bounds for learning mixtures of linear classifiers
I Diakonikolas, D Kane, Y Sun
Advances in Neural Information Processing Systems 36, 2024
12024
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
12022
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