201 citations
- Stanford UniversityUS4 papers
- IBM (United States)US3 papers
- Cornell UniversityUS2 papers
- Northwestern UniversityUS2 papers
- Research!America (United States)US2 papers
- University of PennsylvaniaUS2 papers
- Australian National UniversityAU1 paper
- City University of Hong KongHK1 paper
- Columbia UniversityUS1 paper
- Data61AU1 paper
- Marina Del Rey HospitalUS1 paper
- Marine Corps – Law Enforcement FoundationUS1 paper
8 papers · 1 filter
When does the mean excess plot look linear?
Souvik Ghosh, Sidney I. Resnick
In risk analysis, the mean excess plot is a commonly used exploratory plotting technique for confirming iid data is consistent with a generalized Pareto assumption for the underlyi…
Graphical models for inferring single molecule dynamics
Jonathan E. Bronson, Jake M. Hofman, Jingyi Fei +2
Background: The recent explosion of experimental techniques in single molecule biophysics has generated a variety of novel time series data requiring equally novel computational to…
The Two Quadrillionth Bit of Pi is 0! Distributed Computation of Pi with Apache Hadoop
Tsz-Wo Sze
We present a new record on computing specific bits of Pi, the mathematical constant, and discuss performing such computations on Apache Hadoop clusters. The specific bits represent…
Agnostic Active Learning Without Constraints
Alina Beygelzimer, Daniel Hsu, John Langford +1
We present and analyze an agnostic active learning algorithm that works without keeping a version space. This is unlike all previous approaches where a restricted set of candidate…
Empirical Comparison of Algorithms for Network Community Detection
Jure Leskovec, Kevin J. Lang, Michael W. Mahoney
Detecting clusters or communities in large real-world graphs such as large social or information networks is a problem of considerable interest. In practice, one typically chooses…
Competitive Equilibria in Matching Markets with Budgets
Ning Chen, Xiaotie Deng, Arpita Ghosh
We study competitive equilibria in the classic Shapley-Shubik assignment model with indivisible goods and unit-demand buyers, with budget constraints: buyers can specify a maximum…