Concepedia

Skyler Speakman

SS

11

Publications

440

Citations

11

H-Index

2013

Active since

Affiliations

Carnegie Mellon University(Current)

Gates Foundation

IBM Research - Thomas J. Watson Research Center

IBM (United States)

IBM Research - Africa

Skyler Speakman is an author at Carnegie Mellon University specializing in computer science, pattern recognition, and engineering.

Top concepts

EngineeringComputer ScienceMachine LearningPattern RecognitionData ScienceDeep LearningMachine VisionAnomaly DetectionKnowledge DiscoveryInformation Forensics

Publications per year

2013–2023

11

Publications

11

Smooth Grad-CAM++: An Enhanced Inference Level Visualization Technique for Deep Convolutional Neural Network Models

Daniel Omeiza, Skyler Speakman, Celia Cintas et al. · arXiv (Cornell University) · 2019 · 156 citations · Full text

Smooth Grad-cam++, Convolutional Neural Network, Engineering +17

Fair Transfer Learning with Missing Protected Attributes

Amanda Coston, Karthikeyan Natesan Ramamurthy, Dennis Wei et al. · 2019 · 79 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

Scalable Detection of Anomalous Patterns With Connectivity Constraints

Skyler Speakman, Edward McFowland, Daniel B. Neill · Journal of Computational and Graphical Statistics · 2014 · 42 citations

Anomaly Detection, Engineering, Community Mining +26

Penalized Fast Subset Scanning

Skyler Speakman, Sriram Somanchi, Edward McFowland et al. · Journal of Computational and Graphical Statistics · 2015 · 31 citations

Dynamic Pattern Detection with Temporal Consistency and Connectivity Constraints

Skyler Speakman, Yating Zhang, Daniel B. Neill · 2013 · 30 citations

Cluster Computing, Dynamic Patterns, Engineering +21

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