111 citations · 229 across the 16 of their papers we have counts for
Showing 2020Show all
3 papers · 1 filter
math.ST2020★ 2 cited
Near-Optimal Confidence Sequences for Bounded Random Variables
Arun Kumar Kuchibhotla, Qinqing Zheng
Many inference problems, such as sequential decision problems like A/B testing, adaptive sampling schemes like bandit selection, are often online in nature. The fundamental problem…
stat.ML2020★ 3 cited
Sharp Composition Bounds for Gaussian Differential Privacy via Edgeworth Expansion
Qinqing Zheng, Jinshuo Dong, Qi Long +1
Datasets containing sensitive information are often sequentially analyzed by many algorithms. This raises a fundamental question in differential privacy regarding how the overall p…
cs.LG2020★ 4 cited
ShadowSync: Performing Synchronization in the Background for Highly Scalable Distributed Training
Qinqing Zheng, Bor-Yiing Su, Jiyan Yang +7
Recommendation systems are often trained with a tremendous amount of data, and distributed training is the workhorse to shorten the training time. While the training throughput can…