Please fill out one of the following forms:
- Volunteer to review: docs.google.com/forms/d/17_G...
- Volunteer to action editor: docs.google.com/forms/d/15Nh....

As Transactions on Machine Learning Research (TMLR) grows in number of submissions, we are looking for more reviewers and action editors. Please sign up!

Only one paper to review at a time and <= 6 per year, reviewers report greater satisfaction than reviewing for conferences!

Following the success of last year's initiative, RL Conference 2025 (@rl-conference.bsky.social) is again having a Journal to Conference track!

Accepted TMLR within scope are invited to submit for consideration by May 1!
docs.google.com/forms/d/e/1F...

Check out TMLR's 2024 Annual Report! Featuring stats, updates, and details about plans for the future!
docs.google.com/document/d/1...

New year, new editor-in-chief: we are excited to welcome Nihar B. Shah to the editors-in-chief of TMLR!

We bade farewell to founding EiC Kyunghyun Cho (@kyunghyuncho.bsky.social), who has done immense sevice by co-founding and helping TMLR thrive the last several years.

Thanks to Outstanding Certification committee: Michael Bowling, Brian Kingsbury, Andreas Kirsch, Yingzhen Li, Eleni Triantafillou.

Check out the blog post for details on the selection process! 7/7
medium.com/@TmlrOrg/ann...

Outstanding Finalist 3: "Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback" by Stephen Casper, Xander Davies et al. 6/n openreview.net/forum?id=bx2...

Outstanding Finalist 2: “DINOv2: Learning Robust Visual Features without Supervision," by Maxime Oquab, Timothée Darcet, Théo Moutakanni et al. 5/n openreview.net/forum?id=a68...

Outstanding Finalist 1: “Beyond the Imitation Game: Quantifying and Extrapolating the Capabilities of Language Models” (BIG-bench), by a very large team (450 authors). 4/n openreview.net/forum?id=uyT...

Outstanding Certification 2: “Holistic Evaluation of Language Models” (HELM), by a large team led by Percy Liang, Rishi Bommasani, and Tony Lee 3/n
openreview.net/forum?id=iO4...

This year we have 2 outstanding certifications, and 3 finalists!

Outstanding Certification 1: “Inversion by Direct Iteration: An Alternative to Denoising Diffusion for Image Restoration” by Mauricio Delbracio & Peyman Milanfar. 2/n
openreview.net/forum?id=Vmy...

🎉Announcing... the 2024 TMLR Outstanding Certifications! (aka, our "best paper" awards!)

Are you bursting with anticipation to see what they are? Check out this blog post, and read down-thread!! 🎉🧵👇 1/n
medium.com/@TmlrOrg/ann...