44 citations
- Microsoft (United States)US11 papers
- Microsoft Research (United Kingdom)GB4 papers
- Johns Hopkins UniversityUS3 papers
- Columbia UniversityUS2 papers
- Imperial College LondonGB2 papers
- Johns Hopkins University Applied Physics LaboratoryUS2 papers
- Shanghai Jiao Tong UniversityCN2 papers
- Tsinghua UniversityCN2 papers
- University of ChicagoUS2 papers
- University of Illinois Urbana-ChampaignUS2 papers
- University of WashingtonUS2 papers
- Amazon (United States)US1 paper
6 papers · 1 filter
Living-Off-The-Land Command Detection Using Active Learning
Talha Ongun, Jack W. Stokes, Jonathan Bar Or +6
In recent years, enterprises have been targeted by advanced adversaries who leverage creative ways to infiltrate their systems and move laterally to gain access to critical data. O…
How Developers and Managers Define and Trade Productivity for Quality
Margaret-Anne Storey, Brian Houck, Thomas Zimmermann
In this paper, we present the findings from a survey study to investigate how developers and managers define and trade-off developer productivity and software quality (two related…
ChaCha for Online AutoML
Qingyun Wu, Chi Wang, John Langford +2
We propose the ChaCha (Champion-Challengers) algorithm for making an online choice of hyperparameters in online learning settings. ChaCha handles the process of determining a champ…
Unsupervised Part Segmentation through Disentangling Appearance and Shape
Shilong Liu, Lei Zhang, Xiao Yang +2
We study the problem of unsupervised discovery and segmentation of object parts, which, as an intermediate local representation, are capable of finding intrinsic object structure a…
Dual-Path Modeling for Long Recording Speech Separation in Meetings
Chenda Li, Zhuo Chen, Yi Luo +6
The continuous speech separation (CSS) is a task to separate the speech sources from a long, partially overlapped recording, which involves a varying number of speakers. A straight…
Changepoint detection on a graph of time series
Karl L. Hallgren, Nicholas A. Heard, Melissa J. M. Turcotte
When analysing multiple time series that may be subject to changepoints, it is sometimes possible to specify a priori, by means of a graph, which pairs of time series are likely to…