9 citations · 21 across the 7 of their papers we have counts for
7 papers
Pan-Cancer Epigenetic Biomarker Selection from Blood Samples Using SAS
Xi Chen, Jin Xie, Qingcong Yuan
A key focus in current cancer research is the discovery of cancer biomarkers that allow earlier detection with high accuracy and lower costs for both patients and hospitals. Blood…
A Method to Facilitate Cancer Detection and Type Classification from Gene Expression Data using a Deep Autoencoder and Neural Network
Xi Chen, Jin Xie, Qingcong Yuan
With the increased affordability and availability of whole-genome sequencing, large-scale and high-throughput gene expression is widely used to characterize diseases, including can…
Distribution-free Junta Testing
Xi Chen, Zhengyang Liu, Rocco A. Servedio +2
We study the problem of testing whether an unknown -variable Boolean function is a -junta in the distribution-free property testing model, where the distance between function…
Boolean Unateness Testing with Adaptive Queries
Xi Chen, Erik Waingarten, Jinyu Xie
We give an adaptive algorithm which tests whether an unknown Boolean function is unate, i.e. every variable of is either non-decreasing or non-…
Settling the query complexity of non-adaptive junta testing
Xi Chen, Rocco A. Servedio, Li-Yang Tan +2
We prove that any non-adaptive algorithm that tests whether an unknown Boolean function is a -junta or -far from every -junta must make $\widet…
Beyond Talagrand Functions: New Lower Bounds for Testing Monotonicity and Unateness
Xi Chen, Erik Waingarten, Jinyu Xie
We prove a lower bound of for the query complexity of any two-sided and adaptive algorithm that tests whether an unknown Boolean function $f:\{0,1\}^n\rightarrow…
Tight Bounds for the Distribution-Free Testing of Monotone Conjunctions
Xi Chen, Jinyu Xie
We improve both upper and lower bounds for the distribution-free testing of monotone conjunctions. Given oracle access to an unknown Boolean function $f:\{0,1\}^n \rightarrow \{0,1…