7 citations · 41 across the 23 of their papers we have counts for
15 papers · 1 filter
Community Detection and Matrix Completion with Social and Item Similarity Graphs
Qiaosheng Zhang, Vincent Y. F. Tan, Changho Suh
We consider the problem of recovering a binary rating matrix as well as clusters of users and items based on a partially observed matrix together with side-information in the form…
Sequential Classification with Empirically Observed Statistics
Mahdi Haghifam, Vincent Y. F. Tan, Ashish Khisti
Motivated by real-world machine learning applications, we consider a statistical classification task in a sequential setting where test samples arrive sequentially. In addition, th…
On the Capacity of Channels with Deletions and States
Yonglong Li, Vincent Y. F. Tan
We consider the class of channels formed from the concatenation of a deletion channel and a finite-state channel. For this class of channels, we show that the operational capacity…
Economy Statistical Recurrent Units For Inferring Nonlinear Granger Causality
Saurabh Khanna, Vincent Y. F. Tan
Granger causality is a widely-used criterion for analyzing interactions in large-scale networks. As most physical interactions are inherently nonlinear, we consider the problem of…
On the Bee-Identification Error Exponent with Absentee Bees
Anshoo Tandon, Vincent Y. F. Tan, Lav R. Varshney
The "bee-identification problem" was formally defined by Tandon, Tan and Varshney [IEEE Trans. Commun. (2019) [Online early access]], and the error exponent was studied. This work…
An Improved Linear Programming Bound on the Average Distance of a Binary Code
Lei Yu, Vincent Y. F. Tan
Ahlswede and Katona (1977) posed the following isodiametric problem in Hamming spaces: For every and , determine the minimum average Hamming distance of binary…