ML Anthology

Cintas, Celia

10 publications

IJCAI 2024 Using Causal Inference to Investigate Contraceptive Discontinuation in Sub-Saharan Africa Victor Akinwande, Megan MacGregor, Celia Cintas, Ehud Karavani, Dennis Wei, Kush R. Varshney, Pablo A. Nepomnaschy
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 IberianVoxel: Automatic Completion of Iberian Ceramics for Cultural Heritage Studies Pablo Navarro, Celia Cintas, Manuel J. Lucena, José Manuel Fuertes, Antonio Jesús Rueda, Rafael Jesús Segura, Carlos J. Ogáyar-Anguita, Rolando González-José, Claudio Delrieux
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
IJCAI 2020 Decision Platform for Pattern Discovery and Causal Effect Estimation in Contraceptive Discontinuation Celia Cintas, Ramya Raghavendra, Victor Akinwande, Aisha Walcott-Bryant, Charity Wayua, Komminist Weldemariam
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