Automatic ear detection and feature extraction using Geometric Morphometrics and convolutional neural networks. - Celia Cintas; Mirsha Quinto-Sánchez; Victor Acuña; Carolina Paschetta; Soledad de Azevedo; Caio Cesar Silva de Cerqueira; Virginia Ramallo; Carla Gallo; Giovanni Poletti; Maria Catira Bortolini; Samuel Canizales-Quinteros; Francisco Rothhammer; et al. (IET Biom., 2017)

Deep Landmarking: Reconocimiento automático de estructuras anatómicas por medio de morfometría geométrica - Celia Cintas (2017)

Evaluation of Bias in Sensitive Personal Information Used to Train Financial Models. - Reginald E. Bryant; Celia Cintas; Isaac Wambugu; Andrew Kinai; Abdigani Diriye; Komminist Weldemariam (GlobalSIP, 2019)

Towards neural abstractive clinical trial text summarization with sequence to sequence models. - Celia Cintas; William Ogallo; Aisha Walcott; Sekou L. Remy; Victor Akinwande; Samuel Osebe (ICHI, 2019)

Enabling Care Continuity using a Digital Health Wallet. - Samuel Osebe; Aisha Walcott; Komminist Weldemariam; Charles M. Wachira; Fiona Matu; Nelson Bore; David Kaguma; Juliet Mutahi; William Ogallo; Celia Cintas; Sekou L. Remy (ICHI, 2019)

Smooth Grad-CAM++: An Enhanced Inference Level Visualization Technique for Deep Convolutional Neural Network Models. - Daniel Omeiza; Skyler Speakman; Celia Cintas; Komminist Weldemariam (CoRR, 2019)

Estimating Skin Tone and Effects on Classification Performance in Dermatology Datasets. - Newton M. Kinyanjui; Timothy Odonga; Celia Cintas; Noel C. F. Codella; Rameswar Panda; Prasanna Sattigeri; Kush R. Varshney (CoRR, 2019)

Analyzing Bias in Sensitive Personal Information Used to Train Financial Models. - Reginald E. Bryant; Celia Cintas; Isaac Wambugu; Andrew Kinai; Komminist Weldemariam (CoRR, 2019)

Automatic Ear Detection and Segmentation over Partially Occluded Profile Face Images. - Celia Cintas; Claudio Delrieux; Pablo Navarro; Mirsha Quinto-Sánchez; Bruno Pazos; Rolando González-José (J. Comput. Sci. Technol., 2019)

Preservation of Anomalous Subgroups On Variational Autoencoder Transformed Data. - Samuel C. Maina; Reginald E. Bryant; William O. Ogallo; Kush R. Varshney; Skyler Speakman; Celia Cintas; Aisha Walcott-Bryant; Robert-Florian Samoilescu; Komminist Weldemariam (ICASSP, 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 (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)

Fairness of Classifiers Across Skin Tones in Dermatology. - Newton M. Kinyanjui; Timothy Odonga; Celia Cintas; Noel C. F. Codella; Rameswar Panda; Prasanna Sattigeri; Kush R. Varshney (MICCAI (6), 2020)

Identifying Audio Adversarial Examples via Anomalous Pattern Detection. - Victor Akinwande; Celia Cintas; Skyler Speakman; Srihari Sridharan (CoRR, 2020)

Prediction of neonatal mortality in Sub-Saharan African countries using data-level linkage of multiple surveys. - Girmaw Abebe Tadesse; Celia Cintas; Skyler Speakman; Komminist Weldemariam (CoRR, 2020)

Towards effect estimation of COVID-19 Non-pharmaceutical Interventions. - Vesna Resende Barros; Victor Akinwande; Itay Manes; Osnat Bar-Shira; Celia Cintas; Yishai Shimoni; Michal Rosen-Zvi (AMIA, 2021)

Data-Driven Sequential Uptake Pattern Discovery for Family Planning Studies. - Celia Cintas; Victor Akinwande; Ramya Raghavendra; Girmaw Abebe Tadesse; Aisha Walcott; Charity Wayua; Fredrick Makumbi; Rhoda Wanyenze; Komminist Weldemariam (AMIA, 2021)

Racial Representation Analysis in Dermatology Academic Materials. - 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; et al. (AMIA, 2021)

Towards creativity characterization of generative models via group-based subset scanning. - Celia Cintas; Payel Das; Brian Quanz; Skyler Speakman; Victor Akinwande; Pin-Yu Chen (CoRR, 2021)

Model-free feature selection to facilitate automatic discovery of divergent subgroups in tabular data. - Girmaw Abebe Tadesse; William Ogallo; Celia Cintas; Skyler Speakman (IEEE Big Data, 2022)

Systematic Discovery of Bias in Data. - John Wamburu; Girmaw Abebe Tadesse; Celia Cintas; Adebayo Oshingbesan; Tanya Akumu; Skyler Speakman (IEEE Big Data, 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, 2022)

Out-of-Distribution Detection in Dermatology Using Input Perturbation and Subset Scanning. - Hannah Kim 002; Girmaw Abebe Tadesse; Celia Cintas; Skyler Speakman; Kush R. Varshney (ISBI, 2022)

Bulsarapp: Interactive Visual Analysis for Surname Trend Exploration. - Leonardo Morales; Pablo Navarro; Celia Cintas; Rolando González-José; Virginia Ramallo; Claudio Delrieux (IEEE Computer Graphics and Applications, 2022)

Pattern detection in the activation space for identifying synthesized content. - Celia Cintas; Skyler Speakman; Girmaw Abebe Tadesse; Victor Akinwande; Edward McFowland III; Komminist Weldemariam (Pattern Recognit. Lett., 2022)

Revisiting Skin Tone Fairness in Dermatological Lesion Classification. - Thorsten Kalb; Kaisar Kushibar; Celia Cintas; Karim Lekadir; Oliver Díaz; Richard Osuala (CLIP/FAIMI/EPIMI@MICCAI, 2023)

Spatially Constrained Adversarial Attack Detection and Localization in the Representation Space of Optical Flow Networks. - Hannah Kim 002; Celia Cintas; Girmaw Abebe Tadesse; 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)

Domain-agnostic and Multi-level Evaluation of Generative Models. - Girmaw Abebe Tadesse; Jannis Born; Celia Cintas; William Ogallo; Dmitry Zubarev; Matteo Manica; Komminist Weldemariam (CoRR, 2023)

FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare. - Karim Lekadir; Aasa Feragen; Abdul Joseph Fofanah; Alejandro F. Frangi; Alena Buyx; Anais Emelie; Andrea Lara; Antonio R. Porras; An-Wen Chan; Arcadi Navarro; Ben Glocker; Benard Ohene Botwe; et al. (CoRR, 2023)

Weakly Supervised Detection of Hallucinations in LLM Activations. - Miriam Rateike; Celia Cintas; John Wamburu; Tanya Akumu; Skyler Speakman (CoRR, 2023)

Efficient Representation of the Activation Space in Deep Neural Networks. - Tanya Akumu; Celia Cintas; Girmaw Abebe Tadesse; Adebayo Oshingbesan; Skyler Speakman; Edward McFowland III (CoRR, 2023)

Skin Tone Analysis for Representation in Educational Materials (STAR-ED) using machine learning. - 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; et al. (npj Digit. Medicine, 2023)

Detecting Systematic Deviations in Data and Models. - Skyler Speakman; Girmaw Abebe Tadesse; Celia Cintas; William Ogallo; Tanya Akumu; Adebayo Oshingbesan (Computer, 2023)

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 (IJCAI, 2024)

Evaluating the Impact of Skin Tone Representation on Out-of-Distribution Detection Performance in Dermatology. - Assala Benmalek; Celia Cintas; Girmaw Abebe Tadesse; Roxana Daneshjou; Kush R. Varshney; Dalila Cherifi (ISBI, 2024)

Localizing Persona Representations in LLMs. - Celia Cintas; Miriam Rateike; Erik Miehling; Elizabeth Daly; Skyler Speakman (CoRR, 2025)

Enabling Precise Topic Alignment in Large Language Models Via Sparse Autoencoders. - Ananya Joshi 001; Celia Cintas; Skyler Speakman (CoRR, 2025)