Baek, Christina

1. Agreement-on-the-Line: Predicting the Performance of Neural Networks under Distribution Shift
   2022/06/27 by Baek, Christina, Jiang, Yiding, Raghunathan, Aditi +1 · 9 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. BeyondWeb: Lessons from Scaling Synthetic Data for Trillion-scale Pretraining
   2025/08/14 by DatologyAI, :, Maini, Pratyush +28 · 1 voice · 7 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Assessing Generalization of SGD via Disagreement
   2021/06/25 by Yiding Jiang, Vaishnavh Nagarajan, Jiang, Yiding +5 · 7 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning #Stochastic Gradient Optimization Techniques
4. Why is SAM Robust to Label Noise?
   2024/05/06 by Christina Baek, Baek, Christina, Zico Kolter +3 · 7 citations
   Engineering · #Advanced Chemical Sensor Technologies #FOS: Computer and information sciences #Fault Detection and Control Systems #Infrastructure Maintenance and Monitoring #Machine Learning (cs.LG)
5. Weight Ensembling Improves Reasoning in Language Models
   2025/04/14 by Christina Baek, Dang, Xingyu, Kaiyue Wen +6 · 13 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
6. Context-Parametric Inversion: Why Instruction Finetuning Can Worsen Context Reliance
   2024/10/14 by Goyal, Sachin, Baek, Christina, Kolter, J. Zico +1 · 7 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Predicting the Performance of Foundation Models via Agreement-on-the-Line
   2024/04/02 by Rahul Saxena, Saxena, Rahul, Taeyoun Kim +9 · 2 citations
   Computer Science · Business, Management and Accounting · #Semantic Web and Ontologies #Multi-Agent Systems and Negotiation #Business Process Modeling and Analysis
8. Incremental Learning via Rate Reduction
   2020/11/30 by Wu, Ziyang, Baek, Christina, You, Chong +1 · 1 citation
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
9. On the Joint Interaction of Models, Data, and Features
   2023/06/07 by Jiang, Yiding, Baek, Christina, Kolter, J. Zico · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)