Skyler Speakman - Concepedia

Author

Skyler Speakman

Carnegie Mellon University ORCID

Also Known As

Skyler Speakman, Speakman, Skyler

Publications

507

Citations

H-Index

Concepts

All Affiliations

Carnegie Mellon University Gates Foundation IBM Research - Thomas J. Watson Research Center IBM (United States)IBM Research - Africa

About

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

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	7	7	351
2	Business	2	2	72
3	Management	1	1	79
4	Medicine	1	1	12
5	Public Health	1	1	23

Skyler Speakman

Publications

440

Citations

H-Index

Page 1

	Year	Citations
Smooth Grad-CAM++: An Enhanced Inference Level Visualization Technique for Deep Convolutional Neural Network Models Daniel Omeiza, Skyler Speakman, Celia Cintas, arXiv (Cornell University) Smooth Grad-cam++Convolutional Neural NetworkEngineeringMachine LearningDeep Models	2019	156
Fair Transfer Learning with Missing Protected Attributes Amanda Coston, Karthikeyan Natesan Ramamurthy, Dennis Wei, Artificial IntelligenceEngineeringMachine LearningFair Transfer LearningMachine Learning Models	2019	79
Scalable Detection of Anomalous Patterns With Connectivity Constraints Skyler Speakman, Edward McFowland, Daniel B. Neill Journal of Computational and Graphical Statistics Anomaly DetectionEngineeringCommunity MiningNetwork AnalysisInformation Forensics	2014	42
Penalized Fast Subset Scanning Skyler Speakman, Sriram Somanchi, Edward McFowland, Journal of Computational and Graphical Statistics	2015	31
Dynamic Pattern Detection with Temporal Consistency and Connectivity Constraints Skyler Speakman, Yating Zhang, Daniel B. Neill Cluster ComputingDynamic PatternsEngineeringMachine LearningNetwork Analysis	2013	30
Identifying Factors Associated with Neonatal Mortality in Sub-Saharan Africa using Machine Learning William Ogallo, Skyler Speakman, Victor Akinwande, NeonatologyMachine LearningPopulation ScienceMachine Learning ModelsPrenatal Care	2020	23
Skin Tone Analysis for Representation in Educational Materials (STAR-ED) using machine learning Girmaw Abebe Tadesse, Celia Cintas, Kush R. Varshney, npj Digital Medicine	2023	23
Detecting Adversarial Attacks via Subset Scanning of Autoencoder Activations and Reconstruction Error Celia Cintas, Skyler Speakman, Victor Akinwande, Anomaly DetectionMachine LearningEngineeringAutoencodersInformation Forensics	2020	21
Identifying Factors Associated with Neonatal Mortality in Sub-Saharan Africa using Machine Learning. William Ogallo, Skyler Speakman, Victor Akinwande, PubMed	2020	12
Out-of-Distribution Detection in Dermatology Using Input Perturbation and Subset Scanning Hannah Kim, Girmaw Abebe Tadesse, Celia Cintas, 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI) Convolutional Neural NetworkEngineeringMachine LearningBiometricsDiagnosis	2022	12

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