Theodoros Tsiligkaridis

1. UniTS: A Unified Multi-Task Time Series Model
   2024/02/29 by Shanghua Gao, Gao, Shanghua, Teddy Koker +10 · 1 voice · 32 citations
   Computer Science · #Time Series Analysis and Forecasting #cs.AI #cs.LG
2. Graph-Guided Network for Irregularly Sampled Multivariate Time Series
   2021/10/11 by Xiang Zhang, Zhang, Xiang, Marko Zeman +5 · 15 citations
   Computer Science · Environmental Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Health, Environment, Cognitive Aging #Machine Learning (cs.LG) #Machine Learning in Healthcare #Time Series Analysis and Forecasting
3. Domain Adaptation for Time Series Under Feature and Label Shifts
   2023/02/06 by Huan He, He, Huan, Owen Queen +9 · 15 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech Recognition and Synthesis #Topic Modeling
4. Encoding Time-Series Explanations through Self-Supervised Model Behavior Consistency
   2023/06/03 by Owen Queen, Thomas Hartvigsen, Queen, Owen +9 · 14 citations
   Computer Science · Psychology · #Explainable Artificial Intelligence (XAI) #Machine Learning in Healthcare #Mental Health Research Topics
5. TxAgent: An AI Agent for Therapeutic Reasoning Across a Universe of Tools
   2025/03/14 by Shanghua Gao, Gao, Shanghua, Richard Zhu +13 · 25 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #FOS: Computer and information sciences #Genomics and Rare Diseases #Machine Learning (cs.LG) #Machine Learning in Healthcare
6. Understanding and Increasing Efficiency of Frank-Wolfe Adversarial Training
   2020/12/22 by Theodoros Tsiligkaridis, Jay Roberts, Tsiligkaridis, Theodoros +1 · 3 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Image-Caption Encoding for Improving Zero-Shot Generalization
   2024/02/05 by Eric Yang Yu, Yu, Eric Yang, Christopher Liao +7 · 2 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
8. Second Order Optimization for Adversarial Robustness and Interpretability
   2020/09/10 by Theodoros Tsiligkaridis, Tsiligkaridis, Theodoros, Jay Roberts +1 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
9. Ultrasound Diagnosis of COVID-19: Robustness and Explainability
   2020/11/30 by Jay Roberts, Roberts, Jay, Theodoros Tsiligkaridis +1 · 1 citation
   Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #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
10. Supervised Metric Learning to Rank for Retrieval via Contextual Similarity Optimization
    2022/10/04 by Christopher Liao, Liao, Christopher, Theodoros Tsiligkaridis +3 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Image Retrieval and Classification Techniques #Machine Learning (cs.LG)
11. Is Large-Scale Pretraining the Secret to Good Domain Generalization?
    2024/12/03 by Piotr Teterwak, Kuniaki Saito, Teterwak, Piotr +7 · 2 citations
    Computer Science · #Cryptography and Residue Arithmetic #Adversarial Robustness in Machine Learning
12. Democratizing AI scientists using ToolUniverse
    2025/09/27 by Shanghua Gao, Gao, Shanghua, Richard Zhu +19 · 6 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG)