Skyler Speakman

According to our database1, Skyler Speakman authored at least 20 papers between 2013 and 2022.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.



In proceedings 
PhD thesis 




Pattern detection in the activation space for identifying synthesized content.
Pattern Recognit. Lett., 2022

Model-free feature selection to facilitate automatic discovery of divergent subgroups in tabular data.
CoRR, 2022

Towards Creativity Characterization of Generative Models via Group-based Subset Scanning.
CoRR, 2022

Sparsity-based Feature Selection for Anomalous Subgroup Discovery.
CoRR, 2022

Out-of-Distribution Detection in Dermatology Using Input Perturbation and Subset Scanning.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

Towards creativity characterization of generative models via group-based subset scanning.
CoRR, 2021

Prediction of neonatal mortality in Sub-Saharan African countries using data-level linkage of multiple surveys.
CoRR, 2020

Identifying Audio Adversarial Examples via Anomalous Pattern Detection.
CoRR, 2020

Inspection of Blackbox Models for Evaluating Vulnerability in Maternal, Newborn, and Child Health.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Detecting Adversarial Attacks via Subset Scanning of Autoencoder Activations and Reconstruction Error.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Preservation of Anomalous Subgroups On Variational Autoencoder Transformed Data.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Identifying Factors Associated with Neonatal Mortality in Sub-Saharan Africa using Machine Learning.
Proceedings of the AMIA 2020, 2020

Smooth Grad-CAM++: An Enhanced Inference Level Visualization Technique for Deep Convolutional Neural Network Models.
CoRR, 2019

Fair Transfer Learning with Missing Protected Attributes.
Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, 2019

Disease Surveillance: Case Study.
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

Subset Scanning Over Neural Network Activations.
CoRR, 2018

Three Population Covariate Shift for Mobile Phone-based Credit Scoring.
Proceedings of the 1st ACM SIGCAS Conference on Computing and Sustainable Societies, 2018

Disease Surveillance, Case Study.
Encyclopedia of Social Network Analysis and Mining, 2014

Fast generalized subset scan for anomalous pattern detection.
J. Mach. Learn. Res., 2013

Dynamic Pattern Detection with Temporal Consistency and Connectivity Constraints.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013