44 citations · 223 across the 40 of their papers we have counts for
4 papers · 1 filter
Understanding and Predicting Characteristics of Test Collections in Information Retrieval
Md Mustafizur Rahman, Mucahid Kutlu, Matthew Lease
Research community evaluations in information retrieval, such as NIST's Text REtrieval Conference (TREC), build reusable test collections by pooling document rankings submitted by…
You Are What You Tweet: Profiling Users by Past Tweets to Improve Hate Speech Detection
Prateek Chaudhry, Matthew Lease
Hate speech detection research has predominantly focused on purely content-based methods, without exploiting any additional context. We briefly critique pros and cons of this task…
Range-Net: A High Precision Streaming SVD for Big Data Applications
Gurpreet Singh, Soumyajit Gupta, Matthew Lease +1
In a Big Data setting computing the dominant SVD factors is restrictive due to the main memory requirements. Recently introduced streaming Randomized SVD schemes work under the res…
Extracting Optimal Solution Manifolds using Constrained Neural Optimization
Gurpreet Singh, Soumyajit Gupta, Matthew Lease
Constrained Optimization solution algorithms are restricted to point based solutions. In practice, single or multiple objectives must be satisfied, wherein both the objective funct…