Nick Erickson @ ICML

We put all the best practices for tabular data benchmarking in one place to make TabArena, a living benchmark for tabular data. Compare with the very best implementations of state-of-the-art methods out of the box! Here are my thoughts: 🧵

Foundation Models for Structured Data Workshop, Today, ICML 2025, starting at 9 AM PT, West Ballroom D, best room in the building! Let's do this!

Attending #icml25, eager to discuss all things tabular data, structured foundation models, and AutoML! Lots of progress has been made this year, exciting times ahead! Next AutoGluon release is very soon.

I will talk about TabArena at the AutoML seminar this week, join me :) More information: automl-seminars.github.io

It's great to have this new open-source benchmark for tabular data 🚀 It's really comprehensive, created and maintained by serious open source contributors from various groups, and I expect it to quickly become the new standard benchmark. I'm super excited that progress in the…

🚨What is SOTA on tabular data, really? We are excited to announce 𝗧𝗮𝗯𝗔𝗿𝗲𝗻𝗮, a living benchmark for machine learning on IID tabular data with: 📊 an online leaderboard (submit!) 📑 carefully curated datasets 📈 strong tree-based, deep learning, and foundation models 🧵

Less than 2 weeks left to submit to the AutoML 2025 Non-archival track! We are looking for (1) journal/conference papers, (2) original 4-page papers, and (3) non-traditional content on the topic of AutoML. Details: 2025.automl.cc/call-for-non-a…

Deadline Extended to May 23rd AoE for the Foundation Models for Structured Data #ICML2025 workshop to better accomodate those with NeurIPS paper submissions! If you have a paper on structured FMs at NeurIPS, consider submitting to the FMSD workshop! icml-structured-fm-workshop.github.io/call-for-paper…

🚨 Final countdown: Submissions for our @icmlconf '25 Workshop on Foundation Models for Structured Data close today (May 19) at 11:59 PM AoE ⏰. We're excited to see your best work! Submit now: openreview.net/group?id=ICML.…

Today is the last day to submit papers to the Foundation Models for Structured Data (FMSD) Workshop at ICML 2025! Deadline is May 19th, 11:59 PM AoE! Submit your short-form 4 page papers that delve into the emerging structured data foundation model field. icml-structured-fm-workshop.github.io/call-for-paper…

Deadline coming up! Consider double submitting your Neurips submissions to our workshop for high quality reviews and discussions at the workshop.

🚨 Reminder: Paper submissions for the 1st Workshop on Foundation Models for Structured Data (#FMSD) at #ICML2025 are due May 19! Working on tabular/ts foundation models (TabPFN/Chronos/etc.)? This is the workshop for you! 📅 Deadline: May 19 🔗 CFP: icml-structured-fm-workshop.github.io/call-for-paper…

🚀 AutoGluon 1.3 is out! ✅ Stability & usability improvements 🔥 AutoML Benchmark 2025: AutoGluon is SOTA in tabular ML 🧠 Huge boost to Multimodal with "Bag of Tricks" 📦 Major refactors, bug fixes, and 140+ commits from 20 contributors! github.com/autogluon/auto…