[r/ML] Seems ICML is rejecting MANY unanimous positively rated papers [D]

Members of the r/MachineLearning community are observing that the International Conference on Machine Learning (ICML) is rejecting numerous papers that had previously received unanimous positive ratings from reviewers. One user reported their own paper, which had a high pre-rebuttal score, was ultimately rejected.

The core issue appears to stem from a perceived misalignment in the incentives within ICML's review process, particularly during the rebuttal phase. Reviewers reportedly feel pressure to adjust their scores to achieve more homogeneous ratings, potentially to avoid further scrutiny from Area Chairs (ACs). While the stated goal of encouraging reviewers to reconsider scores is positive, the practical outcome seems to be a distorted dynamic where initial positive consensus may not guarantee acceptance.

The community's reaction to these rejections may lead to further discussion regarding the transparency and fairness of the peer-review process at major AI conferences. It could also prompt conference organizers to re-evaluate the guidelines and incentives provided to reviewers and Area Chairs to ensure a more consistent and equitable evaluation system.