Because PMLR is not a single journal with a single editor, but a collection of volumes, it acts like a river. The water flows constantly. A researcher submits a paper to a conference; if accepted, it flows immediately into a PMLR volume. It is indexed by Google Scholar, cited by peers, and preserved for the future.
: Submissions use specific LaTeX templates designed to maintain uniformity across the volume.
Define the machine learning challenge (e.g., "Overcoming catastrophic forgetting in sparse neural networks"). Because PMLR is not a single journal with
[Anonymous for submission; Bold, 10pt for camera-ready] Abstract
You will see the heavy tomes of and AISTATS , containing the foundational laws of learning. You will see the specialized volumes of AABI (Algorithmic Learning Theory) and UAI (Uncertainty in Artificial Intelligence). You will see workshop proceedings on niche topics, from "Machine Learning for Healthcare" to "Robotic Learning." It is indexed by Google Scholar, cited by
Mention existing approaches in the third person (e.g., "Prior work [1] utilized...").
The serves as one of the most vital distribution engines for modern artificial intelligence and data science. Operating as a sister platform to the Journal of Machine Learning Research (JMLR) , PMLR functions as a high-quality, open-access publisher specializing in the proceedings of major machine learning conferences and workshops. 🔎 Understanding the Role of PMLR in AI Research complete contact details
The caretakers of PMLR looked at the horizon and decided to expand. In late 2017, they opened the gates wide. They transformed from a host of two major conferences into a full-fledged journal-series platform.
The turning point came with the rise of the major conferences: ICML, AISTATS, and COLT. These became the true gathering places of the minds. But there was a problem. After a researcher presented their work at a conference, the paper would often disappear into the ether, or worse, be locked away again by a publisher who claimed copyright over the conference proceedings.
: Authors must rigorously document handling editors, complete contact details, and precise, non-capitalized keywords.