Skyler Speakman

37 papers A* 5B 2C 2Misc 5Journal 18Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Enabling Precise Topic Alignment in Large Language Models Via Sparse Autoencoders. CoRR Ananya Joshi, Celia Cintas, Skyler Speakman
2025	J	`jnl`	Localizing Persona Representations in LLMs. CoRR Celia Cintas, Miriam Rateike, Erik Miehling, Elizabeth Daly, Skyler Speakman
2024	—	`conf`	Racial and Neighborhood Disparities in Legal Financial Obligations in Jefferson County, Alabama. AIES (1) Óscar Lara Yejas, Aakanksha Joshi, Andrew Martinez, Leah Nelson, Skyler Speakman, Krysten Thompson, Yuki Nishimura, Jordan Bond, Kush R. Varshney
2023	J	`jnl`	Detecting Systematic Deviations in Data and Models. Computer Skyler Speakman, Girmaw Abebe Tadesse, Celia Cintas, William Ogallo, Tanya Akumu, Adebayo Oshingbesan
2023	J	`jnl`	Efficient Representation of the Activation Space in Deep Neural Networks. CoRR Tanya Akumu, Celia Cintas, Girmaw Abebe Tadesse, Adebayo Oshingbesan, Skyler Speakman, Edward McFowland III
2023	J	`jnl`	Skin Tone Analysis for Representation in Educational Materials (STAR-ED) using machine learning. npj Digit. Medicine Girmaw Abebe Tadesse, Celia Cintas, Kush R. Varshney, Peter W. J. Staar, Chinyere Agunwa, Skyler Speakman, Justin Jia, Elizabeth E. Bailey, Ademide Adelekun, Jules Lipoff, Ginikanwa Onyekaba, Jenna C. Lester, Veronica Rotemberg, James Zou, Roxana Daneshjou
2023	A*	`conf`	Spatially Constrained Adversarial Attack Detection and Localization in the Representation Space of Optical Flow Networks. IJCAI Hannah Kim, Celia Cintas, Girmaw Abebe Tadesse, Skyler Speakman
2023	J	`jnl`	Weakly Supervised Detection of Hallucinations in LLM Activations. CoRR Miriam Rateike, Celia Cintas, John Wamburu, Tanya Akumu, Skyler Speakman
2022	B	`conf`	Model-free feature selection to facilitate automatic discovery of divergent subgroups in tabular data. IEEE Big Data Girmaw Abebe Tadesse, William Ogallo, Celia Cintas, Skyler Speakman
2022	J	`jnl`	Model-free feature selection to facilitate automatic discovery of divergent subgroups in tabular data. CoRR Girmaw Abebe Tadesse, William Ogallo, Celia Cintas, Skyler Speakman
2022	—	`conf`	Out-of-Distribution Detection in Dermatology Using Input Perturbation and Subset Scanning. ISBI Hannah Kim, Girmaw Abebe Tadesse, Celia Cintas, Skyler Speakman, Kush R. Varshney
2022	J	`jnl`	Pattern detection in the activation space for identifying synthesized content. Pattern Recognit. Lett. Celia Cintas, Skyler Speakman, Girmaw Abebe Tadesse, Victor Akinwande, Edward McFowland III, Komminist Weldemariam
2022	Misc	`conf`	Principled Subpopulation Analysis of the BetterBirth Study and the Impact of WHO's Safe Childbirth Checklist Intervention. AMIA Girmaw Abebe Tadesse, Megan Marx Delaney, Victor Akinwande, William Ogallo, Claire-Helene Mershon, Katherine Semrau, Skyler Speakman
2022	J	`jnl`	Sparsity-based Feature Selection for Anomalous Subgroup Discovery. CoRR Girmaw Abebe Tadesse, William Ogallo, Catherine Wanjiru, Charles Wachira, Isaiah Onando Mulang', Vibha Anand, Aisha Walcott-Bryant, Skyler Speakman
2022	B	`conf`	Systematic Discovery of Bias in Data. IEEE Big Data John Wamburu, Girmaw Abebe Tadesse, Celia Cintas, Adebayo Oshingbesan, Tanya Akumu, Skyler Speakman
2022	A*	`conf`	Towards Creativity Characterization of Generative Models via Group-Based Subset Scanning. IJCAI Celia Cintas, Payel Das, Brian Quanz, Girmaw Abebe Tadesse, Skyler Speakman, Pin-Yu Chen
2022	J	`jnl`	Towards Creativity Characterization of Generative Models via Group-based Subset Scanning. CoRR Celia Cintas, Payel Das, Brian Quanz, Girmaw Abebe Tadesse, Skyler Speakman, Pin-Yu Chen
2021	Misc	`conf`	Automatic Stratification of Tabular Health Data. AMIA Skyler Speakman, Girmaw Abebe Tadesse, Victor Akinwande, William Ogallo, Claire-Helene Mershon, Nosa Orobaton, Daniel B. Neill
2021	J	`jnl`	Out-of-Distribution Detection in Dermatology using Input Perturbation and Subset Scanning. CoRR Hannah Kim, Girmaw Abebe Tadesse, Celia Cintas, Skyler Speakman, Kush R. Varshney
2021	J	`jnl`	Pattern Detection in the Activation Space for Identifying Synthesized Content. CoRR Celia Cintas, Skyler Speakman, Girmaw Abebe Tadesse, Victor Akinwande, Edward McFowland III, Komminist Weldemariam
2021	Misc	`conf`	Racial Representation Analysis in Dermatology Academic Materials. AMIA Girmaw Abebe Tadesse, Celia Cintas, Roxana Daneshjou, Kush R. Varshney, Peter W. J. Staar, Skyler Speakman, Kenya S. Andrews, Chinyere Agunwa, Justin Jia, Elizabeth E. Bailey, Jules Lipoff, Ginikanwa Onyekaba, Veronica Rotemberg, Ademide Adelekun, James Y. Zou
2021	J	`jnl`	Towards creativity characterization of generative models via group-based subset scanning. CoRR Celia Cintas, Payel Das, Brian Quanz, Skyler Speakman, Victor Akinwande, Pin-Yu Chen
2020	A*	`conf`	Detecting Adversarial Attacks via Subset Scanning of Autoencoder Activations and Reconstruction Error. IJCAI Celia Cintas, Skyler Speakman, Victor Akinwande, William Ogallo, Komminist Weldemariam, Srihari Sridharan, Edward McFowland
2020	J	`jnl`	Identifying Audio Adversarial Examples via Anomalous Pattern Detection. CoRR Victor Akinwande, Celia Cintas, Skyler Speakman, Srihari Sridharan
2020	Misc	`conf`	Identifying Factors Associated with Neonatal Mortality in Sub-Saharan Africa using Machine Learning. AMIA William Ogallo, Skyler Speakman, Victor Akinwande, Kush R. Varshney, Aisha Walcott, Charity Wayua, Komminist Weldemariam, Claire-Helene Mershon, Nosa Orobaton
2020	A*	`conf`	Inspection of Blackbox Models for Evaluating Vulnerability in Maternal, Newborn, and Child Health. IJCAI William Ogallo, Skyler Speakman, Victor Akinwande, Kush R. Varshney, Aisha Walcott-Bryant, Charity Wayua, Komminist Weldemariam
2020	J	`jnl`	Prediction of neonatal mortality in Sub-Saharan African countries using data-level linkage of multiple surveys. CoRR Girmaw Abebe Tadesse, Celia Cintas, Skyler Speakman, Komminist Weldemariam
2020	Misc	`conf`	Preservation of Anomalous Subgroups On Variational Autoencoder Transformed Data. ICASSP Samuel C. Maina, Reginald E. Bryant, William O. Ogallo, Kush R. Varshney, Skyler Speakman, Celia Cintas, Aisha Walcott-Bryant, Robert-Florian Samoilescu, Komminist Weldemariam
2019	C	`conf`	Fair Transfer Learning with Missing Protected Attributes. AIES Amanda Coston, Karthikeyan Natesan Ramamurthy, Dennis Wei, Kush R. Varshney, Skyler Speakman, Zairah Mustahsan, Supriyo Chakraborty
2019	J	`jnl`	Smooth Grad-CAM++: An Enhanced Inference Level Visualization Technique for Deep Convolutional Neural Network Models. CoRR Daniel Omeiza, Skyler Speakman, Celia Cintas, Komminist Weldemariam
2018	—	`ch.`	Disease Surveillance: Case Study. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. Skyler Speakman, Sriram Somanchi, Edward McFowland III, Daniel B. Neill
2018	J	`jnl`	Subset Scanning Over Neural Network Activations. CoRR Skyler Speakman, Srihari Sridharan, Sekou L. Remy, Komminist Weldemariam, Edward McFowland
2018	C	`conf`	Three Population Covariate Shift for Mobile Phone-based Credit Scoring. COMPASS Skyler Speakman, Srihari Sridharan, Isaac M. Markus
2014	—	`ch.`	Disease Surveillance, Case Study. Encyclopedia of Social Network Analysis and Mining Skyler Speakman, Sriram Somanchi, Edward McFowland, Daniel B. Neill
2014	—	`—`	Fast Constrained Subset Scanning for Pattern Detection. Skyler Speakman
2013	A*	`conf`	Dynamic Pattern Detection with Temporal Consistency and Connectivity Constraints. ICDM Skyler Speakman, Yating Zhang, Daniel B. Neill
2013	J	`jnl`	Fast generalized subset scan for anomalous pattern detection. J. Mach. Learn. Res. Edward McFowland, Skyler Speakman, Daniel B. Neill