Ratner, Alexander

7 publications

ICLRW 2025 Language Model Preference Evaluation with Multiple Weak Evaluators Zhengyu Hu, Jieyu Zhang, Zhihan Xiong, Alexander Ratner, Hui Xiong, Ranjay Krishna

ICLR 2022 Creating Training Sets via Weak Indirect Supervision Jieyu Zhang, Bohan Wang, Xiangchen Song, Yujing Wang, Yaming Yang, Jing Bai, Alexander Ratner

ICML 2019 A Kernel Theory of Modern Data Augmentation Tri Dao, Albert Gu, Alexander Ratner, Virginia Smith, Chris De Sa, Christopher Re

ICLRW 2019 Improving Sample Complexity with Observational Supervision Khaled Saab, Jared Dunnmon, Alexander Ratner, Daniel Rubin, Christopher Re

ICML 2019 Learning Dependency Structures for Weak Supervision Models Paroma Varma, Frederic Sala, Ann He, Alexander Ratner, Christopher Re

AAAI 2019 Training Complex Models with Multi-Task Weak Supervision Alexander Ratner, Braden Hancock, Jared Dunnmon, Frederic Sala, Shreyash Pandey, Christopher Ré

ICML 2017 Learning the Structure of Generative Models Without Labeled Data Stephen H. Bach, Bryan He, Alexander Ratner, Christopher Ré