Job Opening: Our lab is hiring two student employees (40h/month) for research on data validation and machine unlearning. deem.berlin#jobs-205429

Job Opening: Our lab is hiring a student employee (40h/month) for the development of a new benchmark for ML engineering agents with realistic ML pipelines. deem.berlin#jobs-204356

What a banger is skrub @skrub-data.bsky.social ! Big thumbs up for the sklearn team & the maintainer of this package

I don't know what to say. You dream about it for so long and then when it finally happens you're in shock. I'm so proud of you Larry. www.theguardian.com/technology/2...

Larry Ellison overtakes Elon Musk as world’s richest person

Oracle co-founder’s shares rose by 40% in early trading, valuing his fortune at $393bn, just ahead of Musk’s $384bn

theguardian.com

It looks like a date frame, but Skrub stores the whole transformation pipeline in the magic skb attribute!

🔥CAN YOU BUILD AI MODELS that give you (verifiable) uncertainty estimates in their outputs? Cool talk on ML, classifiers, + calibration www.youtube.com/watch?v=SI6b... by scikit-learn architect @gaelvaroquaux.bsky.social *with ninja-level modeling of variance you probably didn't know existed !

✨ Excited to present our workshop paper at DataWorld at #ICML2025 tomorrow 🇨🇦 We introduce the problem of detecting cross-modal errors in tabular data that originate from other modalities. Visit our poster: 📅 Saturday, July 19, 10:05 AM - 11:20 AM 📍 West Meeting Room 208-209

Thanks to my supervisor @mersault.bsky.social! Paper: openreview.net/pdf?id=JJYHb... Code: github.com/OlgaOvcharen...

The DEEM Lab is at ICML this week for the first time, with two contributions! (1/3)

Our paper "Towards Cross-Modal Error Detection with Tables and Images" was accepted for the DataWorld workshop at ICML'25! 🥳 Thanks to @mersault.bsky.social!

Our demo "mlidea: Interactively Improving ML Data Preparation Code via 'Shadow Pipelines'" was accepted at VLDB! 🥳 We demo suggestions for ML pipelines, similar to IntelliJ code inspections or Grammarly suggestions youtu.be/ePGm1J6S2qk Joint work w/ @mersault.bsky.social @p-groth.bsky.social

📢 We are hosting a DuckDB meetup in Berlin during the week of the SIGMOD conference. 📍 The meetup will take place on June 26 (Thursday) south of the Tiergarten and will feature talks by Amine Mhedhbi, David Justen and dltHub! 📝 If you plan to attend, please register at duckdb.org/events/2025/...

We have a PhD opening in Berlin on "Responsible Data Engineering", with a focus on data preparation pipelines that optimize ML models along responsibility objectives. This is a fully-funded position at @bifold.berlin, co-supervised by Julia Stoyanovich from NYU. Details: deem.berlin#jobs-17725

One more week to apply to this exciting position... and another position on #CausalRepresentationLearning and #ReinforcementLearning for learning provably correct #concepts from raw data opening up soon!

Sara Magliacane hiring PhDs at UvA@smaglia.bsky.social · last yr.

Exciting new PhD position at Utrecht University on the #causal effects of communication in #multi-agent #RL with Shihan Wang, Mehdi Dastani and me 🎉 This is part of www.hybrid-intelligence-centre.nl, which aims at combining human and machine intelligence. Deadline 20 May www.uu.nl/en/organisat...

We have a PhD opening in Berlin on "Responsible Data Engineering", with a focus on data preparation for ML/AI systems. This is a fully-funded position with salary level E13 at the newly founded DEEM Lab, as part of @bifold.berlin . Details available at deem.berlin#jobs-2225

📢 Our extended benchmark on self-supervised learning for single-cell data, scSSL-Bench 🧬, is now accepted at ICML (spotlight)! Thanks to all collaborators from @bifold.berlin and @ethzurich.bsky.social!

Olga Ovcharenko@oovcharenko.bsky.social · 2y ago

📢 Our benchmark on self-supervised learning for single-cell data🧬 is accepted at the #NeurIPS2024 SSL workshop. We take a first step towards establishing best practices for SSL methods for single-cell data, and benchmark 8 SSL methods on 3 downstream tasks across 8 datasets.

I was invited to review for the "Journal of Pipeline Systems Engineering and Practice", seems our work on ML pipelines is finally recognised by other communities as well ;D

@recsys.bsky.social Quick question, is the full list of accepted workshops already published somewhere? I am looking for a target venue for the early work of a student of mine. Thx.

We have openings for student assistants in the DEEM Lab at @bifold.berlin. This is a great opportunity to work with PhD students, implement cool stuff, gather research experience and become a co-author of scientific publications :) deem.berlin#jobs-193487

Our vision "Towards Regaining Control over Messy ML Pipelines" was accepted for the DAIS workshop at ICDE! 🥳 Initial experiments show LLMs are promising for extracting declarative query plans from messy ML code. Joint work w/ @guangchen811.bsky.social @oovcharenko.bsky.social @mersault.bsky.social

The Data Management for End-to-End Machine Learning workshop (@deem-workshop.bsky.social) will be back at #SIGMOD2025! ✨ 🔗 Check out the CfP: deem-workshop.github.io 📝 Submission deadline: March 21 📢 Notifications: April 25 Join us for the 9th edition in Berlin! #DEEM2025

SIGMOD/PODS Conference@sigmodconf.bsky.social · 2y ago

DEEM - The 9th Workshop on End-to-End Data Management is also co-located with SIGMOD/PODS 2025. The deadline for papers is March 21st. For more details checkout the website deem-workshop.github.io

We have a **Postdoc opening** in Berlin on Responsible Data Engineering! This is a fully-funded position with salary level E14 at the newly founded DEEM Lab, as part of @bifold.berlin . Details available at deem.berlin#jobs-57624

We have a PhD opening in Berlin on "Responsible Data Engineering", with a focus on efficiently creating, maintaining and evaluating datasets and pipelines for ML use cases. This is a fully-funded position at the newly founded DEEM Lab, as part of @bifold.berlin . deem.berlin#jobs-2225

✨ Work for the DEEM Lab supervised by Sebastian Schelter and the Data Integration und Data Preparation supervised by Ziawasch Abedjan - Salary Level E11 - Apply until: February 14, 2025 www.jobs.tu-berlin.de/en/job-posti... @ziamurai.bsky.social @mersault.bsky.social

Prof. Dr.-Ing. Sebastian Schelter @mersault.bsky.social leads the DEEM Lab. In October 2024, he gave an interview discussing the challenges of integrating data management with AI. #ai_berlin ai-berlin.com/blog/article... 🧵2/4