#TMLR
Introducing the @tmlr-pub.bsky.social account, that is now posting the latest TMLR published papers! Check it out!
December 8, 2024 at 6:23 PM
🚀 Introducing TMLR Beyond PDF!

🎬 This is a new, HTML-based submission format for TMLR, that supports interactive figures and videos, along with the usual LaTeX and images.

🎉 Thanks to TMLR Editors in Chief: Hugo Larochelle, @gautamkamath.com, Naila Murray, Nihar B. Shah, and Laurent Charlin!
November 25, 2025 at 4:12 PM
Now accepted at @tmlr-pub.bsky.social 🥳
Sharing this again, to cheer up my students after rough #ICLR2025 reviews. We present NeuralMPM, a neural emulation framework for particle-based simulations. Full paper at arxiv.org/abs/2408.15753
March 5, 2025 at 7:14 AM
TMLR is now on Bluesky: be sure to follow @tmlrorg.bsky.social!
🎉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...
Announcing the 2024 TMLR Outstanding Certification
By the 2024 TMLR Outstanding Paper Committee: Michael Bowling, Brian Kingsbury, Andreas Kirsch, Yingzhen Li, and Eleni Triantafillou
medium.com
January 9, 2025 at 4:12 PM
Nihar Shah did a heroic experiment for TMLR: he spent 20-25 hours over two weeks interviewing authors of seemingly low-quality submissions about their own papers.

He confirmed what we all suspected: people submitting these papers have *no idea* what is going on in them.
TMLR has faced a deluge of submissions, necessitating stricter desk rejection policies due to limited reviewer capacity

Co-EiC Nihar Shah reached out to authors of 10 papers slated for desk reject. Could they answer questions about their *own* submission?
medium.com/@TmlrOrg/ask...
Asking Authors About Their Own Papers
By Nihar B. Shah
medium.com
September 16, 2026 at 8:36 PM
Announcement from TMLR jmlr.org/tmlr/

"""
📣 Heads-up 📣 that TMLR will pause new submissions over the upcoming holiday period from December 2 2024 to January 6 2025 (midnight AoE on both dates). We will resume accepting new submissions on January 7, 2025. Happy Holidays!
"""
Transactions on Machine Learning Research
jmlr.org
November 26, 2024 at 2:05 PM
TMLR now has a shiny new blog! By popular demand, the days of Medium are over. All the old posts are already ported, please check it out (and its beautiful colour scheme). Thanks to Managing Editor @paulvicol.bsky.social for setting it up!
blog.tmlr.org
TMLR Blog
News, announcements, and editorial notes from the Transactions on Machine Learning Research (TMLR).
blog.tmlr.org
September 18, 2026 at 3:42 PM
"TMLR liked this" @tmlrorg.bsky.social
July 1, 2025 at 12:26 AM
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.
January 9, 2025 at 4:18 PM
TMLR papers can now be presented at more conferences!
TMLR joins NeurIPS/ICML/ICLR Journal-to-Conference Track
Great news! We’re excited to announce that selected papers published in the Transactions on Machine Learning Research (TMLR) will now be…
medium.com
October 22, 2025 at 1:27 PM
Do authors understand their own papers?

Our desk rejection rate at TMLR is about 53% while it was only 6% in 2023

To understand the situation and assess our process, Nihar asked authors about their own TMLR submissions

Learn the findings of the pilot study & share your thought
TMLR has faced a deluge of submissions, necessitating stricter desk rejection policies due to limited reviewer capacity

Co-EiC Nihar Shah reached out to authors of 10 papers slated for desk reject. Could they answer questions about their *own* submission?
medium.com/@TmlrOrg/ask...
Asking Authors About Their Own Papers
By Nihar B. Shah
medium.com
September 16, 2026 at 10:01 PM
🎉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...
Announcing the 2024 TMLR Outstanding Certification
By the 2024 TMLR Outstanding Paper Committee: Michael Bowling, Brian Kingsbury, Andreas Kirsch, Yingzhen Li, and Eleni Triantafillou
medium.com
January 8, 2025 at 5:41 PM
TMLR has been facing an significant uptick in the number of submissions since the start of 2026. This is placing an extreme burden on our amazing team of reviewers & action editors.

To ease this burden, TMLR will be implementing submission quotas, effective July 1. 1/n
medium.com/@TmlrOrg/ann...
June 22, 2026 at 4:39 PM
TMLR has faced a deluge of submissions, necessitating stricter desk rejection policies due to limited reviewer capacity

Co-EiC Nihar Shah reached out to authors of 10 papers slated for desk reject. Could they answer questions about their *own* submission?
medium.com/@TmlrOrg/ask...
Asking Authors About Their Own Papers
By Nihar B. Shah
medium.com
September 16, 2026 at 8:33 PM
In most practical cases this quickly happens automatically due to the quota system (all submissions count, including desk rejections)
medium.com/@TmlrOrg/ann...
Annual Author Submission Quotas for TMLR
TMLR submissions have grown substantially in recent times (Figure 1), tripling in the past one year. Among these, the number of…
medium.com
September 16, 2026 at 9:03 PM
1/ Excited to share our new work published in Transactions on Machine Learning Research (TMLR), Stacking Variational Bayesian Monte Carlo (S-VBMC)!
January 14, 2026 at 2:31 PM
The end of 2025 marks the end of Hugo Larochelle's term as (Founding co-) Editor-in-chief of TMLR. It is an understatement to say that he was indispensable to making TMLR what it is today. Huge thanks to
Hugo for everything he's done!
January 2, 2026 at 3:27 PM
Near the end of 2025, TMLR got 500 submissions every ~60 days. Most recently: it took 19 days. This is unsustainable for a volunteer team of reviewers and action editors.

TMLR is implementing authorship quotas to help relieve the significant pressure on their time and energy.
TMLR has been facing an significant uptick in the number of submissions since the start of 2026. This is placing an extreme burden on our amazing team of reviewers & action editors.

To ease this burden, TMLR will be implementing submission quotas, effective July 1. 1/n
medium.com/@TmlrOrg/ann...
June 22, 2026 at 4:46 PM
TMLR/JMLR이 여러가지로 귀감(?)이 되는 학술지인데 이번에 투고한 저자들에게 구두 질문을 던지는 실험을 했습니다. 그 결과...

bsky.app/profile/tmlr...
TMLR has faced a deluge of submissions, necessitating stricter desk rejection policies due to limited reviewer capacity

Co-EiC Nihar Shah reached out to authors of 10 papers slated for desk reject. Could they answer questions about their *own* submission?
medium.com/@TmlrOrg/ask...
Asking Authors About Their Own Papers
By Nihar B. Shah
medium.com
September 18, 2026 at 12:11 AM
🌐 Check out TMLR Beyond PDF at tmlr-beyond-pdf.org!

💻 Submissions are made on OpenReview just like standard TMLR submissions.

🎨 Create your TMLR Beyond PDF submission today!
November 25, 2025 at 4:12 PM
Both DINO v2 and v3 are TMLR papers. And then people tell me they don't like journals...
May 15, 2026 at 7:27 AM
TMLR will go on winter break starting December 2. A chance for authors, reviewers, and AEs to all get some much deserved peace and quiet.
Announcement from TMLR jmlr.org/tmlr/

"""
📣 Heads-up 📣 that TMLR will pause new submissions over the upcoming holiday period from December 2 2024 to January 6 2025 (midnight AoE on both dates). We will resume accepting new submissions on January 7, 2025. Happy Holidays!
"""
Transactions on Machine Learning Research
jmlr.org
November 26, 2024 at 2:37 PM
Another detail that might be interesting to folks:

"The fraction of desk rejected papers at TMLR used to be about 6% in 2023 but is now at about 53%."

(Important caveat that our policies and stances towards desk rejection have shifted, not just submission quality.)
September 16, 2026 at 9:12 PM
TMLR has refocused its acceptance criteria to place more emphasis on clear writing. Read more in this blog post: medium.com/@TmlrOrg/inc...
Increasing Emphasis on Clear Writing in Acceptance Criteria
Three things are true today:
medium.com
August 31, 2026 at 2:48 PM
Thanks Paul for setting up a bot to post the latest TMLR accepted and certified papers on Bsky. Be sure to follow!

bsky.app/profile/tmlr...
December 9, 2024 at 2:59 PM