Ktena, Ira

1. Towards Generalist Biomedical AI
   2023/07/26 by Tao Tu, Shekoofeh Azizi, Tu, Tao +68 · 3 voices · 57 citations
   Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Biomedical Text Mining and Ontologies #Natural Language Processing Techniques
2. The Ethics of Advanced AI Assistants
   2024/04/24 by Iason Gabriel, Arianna Manzini, Gabriel, Iason +118 · 5 voices · 25 citations
   Computer Science · Medicine · Social Sciences · #Artificial Intelligence in Healthcare and Education #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #cs.CY
3. Solving Mixed Integer Programs Using Neural Networks
   2020/12/23 by Vinod Nair, Sergey Bartunov, Nair, Vinod +35 · 21 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #FOS: Mathematics #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification #Neural and Evolutionary Computing (cs.NE) #Optimization and Control (math.OC)
4. Generative models improve fairness of medical classifiers under distribution shifts
   2023/04/18 by Sofia Ira Ktena, Ktena, Ira, Olivia Wiles +20 · 18 citations
   Computer Science · Medicine · Biochemistry, Genetics and Molecular Biology · #AI in cancer detection #Colorectal Cancer Screening and Detection #Cancer Genomics and Diagnostics
5. Learning a Large Neighborhood Search Algorithm for Mixed Integer Programs
   2021/07/21 by Nicolas Sonnerat, Pengming Wang, Sonnerat, Nicolas +7 · 9 citations
   Computer Science · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification #Multimodal Machine Learning Applications #Optimization and Control (math.OC) #Optimization and Search Problems
6. A Fine-Grained Analysis on Distribution Shift
   2021/10/21 by Wiles, Olivia, Gowal, Sven, Stimberg, Florian +4 · 9 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Advancing Multimodal Medical Capabilities of Gemini
   2024/05/06 by Yang, Lin, Xu, Shawn, Sellergren, Andrew +44 · 15 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. Differentially Private Diffusion Models Generate Useful Synthetic Images
   2023/02/27 by Sahra Ghalebikesabi, Ghalebikesabi, Sahra, Leonard Berrada +17 · 9 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
9. Imagen 3
   2024/08/13 by Imagen-Team-Google, Jason Baldridge, : +526 · 1 voice · 3 citations
   Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging #cs.CV
10. Revisiting Text-to-Image Evaluation with Gecko: On Metrics, Prompts, and Human Ratings
    2024/04/25 by Wiles, Olivia, Zhang, Chuhan, Albuquerque, Isabela +11 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
11. FunBO: Discovering Acquisition Functions for Bayesian Optimization with FunSearch
    2024/06/07 by Virginia Aglietti, Aglietti, Virginia, Sofia Ira Ktena +12 · 6 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #Time Series Analysis and Forecasting
12. Consensus, dissensus and synergy between clinicians and specialist foundation models in radiology report generation
    2023/11/30 by Tanno, Ryutaro, Barrett, David G. T., Sellergren, Andrew +23 · 2 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
13. Active Acquisition for Multimodal Temporal Data: A Challenging Decision-Making Task
    2022/11/09 by Jannik Kossen, Cătălina Cangea, Kossen, Jannik +13 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Time Series Analysis and Forecasting #Topic Modeling
14. Affinity-Aware Graph Networks
    2022/06/23 by Velingker, Ameya, Sinop, Ali Kemal, Ktena, Ira +2 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
15. Dynamic Classifier-Free Diffusion Guidance via Online Feedback
    2025/09/19 by Pinelopi Papalampidi, Olivia Wiles, Papalampidi, Pinelopi +13 · 5 citations
    Engineering · #Extremum Seeking Control Systems #Guidance and Control Systems #Iterative Learning Control Systems
16. SciVid: Cross-Domain Evaluation of Video Models in Scientific Applications
    2025/07/04 by Yana Hasson, Pauline Luc, Hasson, Yana +23 · 1 voice · 2 citations
    #cs.CV #cs.AI #cs.LG