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Liu, Anqi

  1. Regularized Learning for Domain Adaptation under Label Shifts
    2019/03/22 by Azizzadenesheli, Kamyar, Liu, Anqi, Yang, Fanny +1 · 6 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  2. Robust Fairness under Covariate Shift
    2020/10/11 by Rezaei, Ashkan, Liu, Anqi, Memarrast, Omid +1 · 5 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  3. Conformal Validity Guarantees Exist for Any Data Distribution (and How to Find Them)
    2024/05/10 by Drew Prinster, Prinster, Drew, Samuel C. Stanton +5 · 10 citations
    Decision Sciences · Mathematics · #Advanced Statistical Process Monitoring #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Inference
  4. SurgicAI: A Hierarchical Platform for Fine-Grained Surgical Policy Learning and Benchmarking
    2024/06/19 by Wu, Jin, Zhou, Haoying, Kazanzides, Peter +2 · 5 citations
    #FOS: Computer and information sciences #Robotics (cs.RO)
  5. MegaWika: Millions of reports and their sources across 50 diverse languages
    2023/07/13 by Barham, Samuel, Weller, Orion, Yuan, Michelle +9 · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7
  6. Robust Regression for Safe Exploration in Control
    2019/06/13 by Liu, Anqi, Shi, Guanya, Chung, Soon-Jo +2 · 2 citations
    #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Systems and Control (eess.SY) #electronic engineering #information engineering
  7. Core: Robust Factual Precision with Informative Sub-Claim Identification
    2024/07/04 by Zhengping Jiang, Jingyu Zhang, Jiang, Zhengping +15 · 5 citations
    Computer Science · #Authorship Attribution and Profiling #Computation and Language (cs.CL) #Digital and Cyber Forensics #FOS: Computer and information sciences #Spam and Phishing Detection
  8. JAWS: Auditing Predictive Uncertainty Under Covariate Shift
    2022/07/21 by Prinster, Drew, Liu, Anqi, Saria, Suchi · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  9. Ambiguous Images With Human Judgments for Robust Visual Event Classification
    2022/10/06 by Kate Sanders, Reno Kriz, Sanders, Kate +5 · 2 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #I.2.0 #I.2.10 #I.4.8 #Image Processing Techniques and Applications
  10. Robust Covariate Shift Prediction with General Losses and Feature Views
    2017/12/28 by Anqi Liu, Brian D. Ziebart, Liu, Anqi +1 · 2 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
  11. Active Learning under Label Shift
    2020/07/16 by Eric Zhao, Zhao, Eric, Anqi Liu +5 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
  12. Conformal Linguistic Calibration: Trading-off between Factuality and Specificity
    2025/02/26 by Zhengping Jiang, Anqi Liu, Jiang, Zhengping +3 · 4 citations
    Computer Science · Social Sciences · #Topic Modeling #Explainable Artificial Intelligence (XAI) #Computational and Text Analysis Methods
  13. A Learnable Color Correction Matrix for RAW Reconstruction
    2024/09/04 by Anqi Liu, Shiyi Mu, Liu, Anqi +3 · 2 citations
    Computer Science · Engineering · #Image Processing and 3D Reconstruction #Handwritten Text Recognition Techniques #Industrial Vision Systems and Defect Detection
  14. Density-Softmax: Efficient Test-time Model for Uncertainty Estimation and Robustness under Distribution Shifts
    2023/02/13 by Hà Mạnh Bùi, Bui, Ha Manh, Anqi Liu +1 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Explainable Artificial Intelligence (XAI)
  15. Density-Regression: Efficient and Distance-Aware Deep Regressor for Uncertainty Estimation under Distribution Shifts
    2024/03/07 by Ha Manh Bui, Anqi Liu, Bui, Ha Manh +1 · 2 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  16. Finding Social Media Trolls: Dynamic Keyword Selection Methods for Rapidly-Evolving Online Debates
    2019/11/13 by Anqi Liu, Maya Srikanth, Liu, Anqi +7 · 1 citation
    Computer Science · Physics and Astronomy · #Advanced Text Analysis Techniques #Complex Network Analysis Techniques #Opinion Dynamics and Social Influence
  17. A Demographic-Conditioned Variational Autoencoder for fMRI Distribution Sampling and Removal of Confounds
    2024/05/13 by Anton Orlichenko, Gang Qu, Orlichenko, Anton +17 · 1 citation
    Computer Science · #FOS: Biological sciences #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning in Healthcare #Neurons and Cognition (q-bio.NC) #Quantitative Methods (q-bio.QM)
  18. Always Tell Me The Odds: Fine-grained Conditional Probability Estimation
    2025/05/02 by Wang, Liaoyaqi, Zhengping Jiang, Jiang, Zhengping +4 · 2 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning and Data Classification
  19. Controlling the Risk of Corrupted Contexts for Language Models via Early-Exiting
    2025/10/02 by Wynn, Andrea, Metod Jazbec, Jazbec, Metod +10 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  20. Training-Aware Risk Control for Intensity Modulated Radiation Therapies Quality Assurance with Conformal Prediction
    2025/01/15 by Kevin He, David P. Adam, He, Kevin +5 · 1 citation
    Medicine · Physics and Astronomy · #Advanced Radiotherapy Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging
  21. Off-Dynamics Reinforcement Learning via Domain Adaptation and Reward Augmented Imitation
    2024/11/15 by Yihong Guo, Guo, Yihong, Yixuan Wang +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robotics (cs.RO)
  22. Distributionally Robust Policy Evaluation under General Covariate Shift in Contextual Bandits
    2024/01/21 by Guo, Yihong, Liu, Hao, Yue, Yisong +1 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  23. WATCH: Adaptive Monitoring for AI Deployments via Weighted-Conformal Martingales
    2025/05/07 by Drew Prinster, Xing Han, Prinster, Drew +5 · 2 citations
    Computer Science · Decision Sciences · Mathematics · #Advanced Statistical Process Monitoring #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Inference