Albarghouthi, Aws

8 publications

NeurIPS 2025 Beyond Accuracy: Dissecting Mathematical Reasoning for LLMs Under Reinforcement Learning Jiayu Wang, Yifei Ming, Zixuan Ke, Caiming Xiong, Shafiq Joty, Aws Albarghouthi, Frederic Sala

NeurIPS 2022 AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels Nicholas Roberts, Xintong Li, Tzu-Heng Huang, Dyah Adila, Spencer Schoenberg, Cheng-Yu Liu, Lauren Pick, Haotian Ma, Aws Albarghouthi, Frederic Sala

NeurIPS 2022 BagFlip: A Certified Defense Against Data Poisoning Yuhao Zhang, Aws Albarghouthi, Loris D'Antoni

NeurIPS 2021 Certifying Robustness to Programmable Data Bias in Decision Trees Anna Meyer, Aws Albarghouthi, Loris D'Antoni

ICML 2020 Generating Programmatic Referring Expressions via Program Synthesis Jiani Huang, Calvin Smith, Osbert Bastani, Rishabh Singh, Aws Albarghouthi, Mayur Naik

ICML 2020 Robustness to Programmable String Transformations via Augmented Abstract Training Yuhao Zhang, Aws Albarghouthi, Loris D’Antoni

AAAI 2020 Synthesizing Action Sequences for Modifying Model Decisions Goutham Ramakrishnan, Yun Chan Lee, Aws Albarghouthi

IJCAI 2017 Weighted Model Integration with Orthogonal Transformations David Merrell, Aws Albarghouthi, Loris D'Antoni