10 citations · 17 across the 3 of their papers we have counts for
3 papers
cs.LG2020★ 3 cited
Understanding and Detecting Convergence for Stochastic Gradient Descent with Momentum
Jerry Chee, Ping Li
Convergence detection of iterative stochastic optimization methods is of great practical interest. This paper considers stochastic gradient descent (SGD) with a constant learning r…
cs.CL2019★ 10 cited
Logician: A Unified End-to-End Neural Approach for Open-Domain Information Extraction
Mingming Sun, Xu Li, Xin Wang +3
In this paper, we consider the problem of open information extraction (OIE) for extracting entity and relation level intermediate structures from sentences in open-domain. We focus…
math.ST2018★ 4 cited
Non-Asymptotic Chernoff Lower Bound and Its Application to Community Detection in Stochastic Block Model
Zhixin Zhou, Ping Li
Chernoff coefficient is an upper bound of Bayes error probability in classification problem. In this paper, we will develop sharp Chernoff type bound on Bayes error probability. Th…