neurips 2019 reproducibility challenge
ablation study of a neurips 2019 paper, submitted to the official challenge
- Course project for 2019 Fall COMP 551 Applied Machine Learning
- We conducted extensive ablation study of this paper to examine its claims’ soundness and its model’s robustness
- We identified certain drawbacks that undermine the reproducibility of this paper
- Our report, despite being rejected for final journal publication, is well appreciated by reviewers
- Project report availble here