Christina Baek
- Assessing Generalization of SGD via Disagreement
2021/06/25 by Yiding Jiang, Jiang, Yiding, Vaishnavh Nagarajan +5 · 9 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning #Stochastic Gradient Optimization Techniques
- 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)
- Weight Ensembling Improves Reasoning in Language Models
2025/04/14 by Dang, Xingyu, Christina Baek, Kaiyue Wen +6 · 14 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Predicting the Performance of Foundation Models via Agreement-on-the-Line
2024/04/02 by Rahul Saxena, Taeyoun Kim, Saxena, Rahul +9 · 2 citations
Computer Science · Business, Management and Accounting · #Semantic Web and Ontologies #Multi-Agent Systems and Negotiation #Business Process Modeling and Analysis
- Voltage-dependent regulation of CaV2.2 channels by Gq-coupled receptor is facilitated by membrane-localized β subunit
2014/09/15 by Dongil Keum, Christina Baek, Dong-Il Kim +4 · 1 citation
Biochemistry, Genetics and Molecular Biology · Neuroscience · #Ion channel regulation and function #Neuroscience and Neuropharmacology Research #Receptor Mechanisms and Signaling