Speakman, Skyler

9 publications

NeurIPSW 2023 Characterizing Pre-Trained and Task-Adapted Molecular Representations Celia Cintas, Payel Das, Jarret Ross, Brian Belgodere, Girmaw Abebe Tadesse, Vijil Chenthamarakshan, Jannis Born, Skyler Speakman

IJCAI 2023 Spatially Constrained Adversarial Attack Detection and Localization in the Representation Space of Optical Flow Networks Hannah Kim, Celia Cintas, Girmaw Abebe Tadesse, Skyler Speakman

NeurIPSW 2023 Weakly Supervised Detection of Hallucinations in LLM Activations Miriam Rateike, Celia Cintas, John Wamburu, Tanya Akumu, Skyler Speakman

NeurIPSW 2022 Beyond Protected Attributes: Disciplined Detection of Systematic Deviations in Data Adebayo Oshingbesan, Winslow Georgos Omondi, Girmaw Abebe Tadesse, Celia Cintas, Skyler Speakman

IJCAI 2022 Towards Creativity Characterization of Generative Models via Group-Based Subset Scanning Celia Cintas, Payel Das, Brian Quanz, Girmaw Abebe Tadesse, Skyler Speakman, Pin-Yu Chen

ICLR 2020 Deep Mining: Detecting Anomalous Patterns in Neural Network Activations with Subset Scanning Skyler Speakman, Celia Cintas, Victor Akinwande, Srihari Sridharan, Edward McFowland Iii

IJCAI 2020 Detecting Adversarial Attacks via Subset Scanning of Autoencoder Activations and Reconstruction Error Celia Cintas, Skyler Speakman, Victor Akinwande, William Ogallo, Komminist Weldemariam, Srihari Sridharan, Edward McFowland

IJCAI 2020 Inspection of Blackbox Models for Evaluating Vulnerability in Maternal, Newborn, and Child Health William Ogallo, Skyler Speakman, Victor Akinwande, Kush R. Varshney, Aisha Walcott-Bryant, Charity Wayua, Komminist Weldemariam

JMLR 2013 Fast Generalized Subset Scan for Anomalous Pattern Detection Edward McFowland Iii, Skyler Speakman, Daniel B. Neill