Workshop on Data Management for End-to-End Machine Learning (DEEM). Upcoming: 9th edition 27 June 2025, co-located w/ @sigmodconf, Berlin, Germany.
Berlin, Germany
Joined September 2016
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DEEM Workshop @ SIGMOD retweeted
Thanks @MadelonHulsebos Shreya Shankar, and Matteo Interlandi for organizing a great workshop! @nyutandon @nyuvida
DEEM 2024 was amazing 🇨🇱! Thanks to all authors for submitting great work and giving high quality talks, @jfreirenet for the inspiring keynote, all attendees for bringing lively discussions, and @microsoft for sponsoring 🙏. Read the proceedings at: dl.acm.org/doi/proceedings/1….
DEEM Workshop @ SIGMOD retweeted
We are excited to be @SIGMODConf this week! @DaphneMiedema is organising the DataEd workshop. @effyli4 and @SGrafberger are presenting at the @deem_workshop #sigmod2024
DEEM Workshop @ SIGMOD retweeted
an award was won
credits to the whole croissant crew
and big thx to the organizers @MadelonHulsebos @sh_reya @MatteInter for making @deem_workshop community happen at @SIGMODConf
this sunday june 9 ill be @deem_workshop to give a talk on pastry
dl.acm.org/doi/abs/10.1145/3…
ill also be around santiago @SIGMODConf the week after to discuss more pastry
DEEM Workshop @ SIGMOD retweeted
I will be at @SIGMODConf in Santiago 🇨🇱 co-organizing @deem_workshop and presenting a demo (group B) on Motion, our system that enables “reactive” LLM applications by incrementally maintaining summaries of end-user feedback. Please DM me if you are down to chat or hang out ✨
DEEM Workshop @ SIGMOD retweeted
Looking forward to presenting our vision "Towards Interactively Improving ML Data Preparation Code via 'Shadow Pipelines'" at the @deem_workshop today!
The talk will be around 10:40 a.m. in the Tupungato room.
stefan-grafberger.com/shadow…
DEEM Workshop @ SIGMOD retweeted
This Sunday, @deem_workshop (@SIGMODConf), @robertbayer_ will present his work on determining the right edge device to deploy on a small satellite for data-intensive Earth observation applications. The satellite built based on his results is now in Space.
@dasyaITU @ITUkbh
DEEM Workshop @ SIGMOD retweeted
this sunday june 9 ill be @deem_workshop to give a talk on pastry
dl.acm.org/doi/abs/10.1145/3…
ill also be around santiago @SIGMODConf the week after to discuss more pastry
DEEM Workshop @ SIGMOD retweeted
croissant is accepted @deem_workshop @SIGMODConf
looking forward to talking to folks about composable ML data formats and infra in june
code and starter kits: github.com/mlcommons/croissa…
@benjello @MichaelKuchnik
DEEM Workshop @ SIGMOD retweeted
🎉Our paper “Towards Efficient Data Wrangling with LLMs using Code Generation” has been accepted at @deem_workshop at SIGMOD!
We envision a hybrid approach that utilizes LLM to generate code and apply on per row basis for data wrangling.
Work done at @motherduck w/ @tdoehmen
DEEM Workshop @ SIGMOD retweeted
Our paper "Towards Interactively Improving ML Data Preparation Code via 'Shadow Pipelines'" has been accepted for the @deem_workshop at SIGMOD! 🎉
In this vision paper, we present our initial ideas for my next research project.
Joint work with @sscdotopen and @pgroth.
DEEM Workshop @ SIGMOD retweeted
I’m clearly biased (as I work with two of the three co-chairs) but I think @deem_workshop is a terrific workshop with a vibrant community! Do consider submitting!
👉 Until 15 March to submit to the Data Management for End-to-End Machine Learning workshop @deem_workshop @sigmodconf!
Check out the CfP and excellent PC at: deem-workshop.github.io/. We look forward to all new systems, visions, and insights - also from industry! 🚀
DEEM Workshop @ SIGMOD retweeted
Congrats to my students for their best paper award at @deem_workshop
#SIGMOD2023 for our work on ML4ML -- Using Pipeline Performance Prediction to Accelerate AutoML Systems dl.acm.org/doi/pdf/10.1145/3…
DEEM Workshop @ SIGMOD retweeted
🌟Congratulations to @BHilprecht, Christian, Eduardo, Mohamed and Carsten for winning the Best Paper Runner-Up Award at DEEM @SIGMODConf for their paper "#DiffML: End-to-End Differentiable Machine Learning Pipelines" 🎉 dl.acm.org/doi/abs/10.1145/3…
DEEM Workshop @ SIGMOD retweeted
Ties received best presentation award at @deem_workshop !! 😍
Thanks @matthiasboehm7 @MadelonHulsebos @sh_reya @paroma_varma for the chance to be part of the workshop today.
DEEM Workshop @ SIGMOD retweeted
Really looking forward to our #DEEM2023 panel on #LargeLanguageModels and data management with @sh_reya, @raulcfernandez, Sebastian, and @jfreirenet! Join us at 3:30 PM!
#LLM #DB #AI #NLP #ML #SIGMOD2023 #GPT #Database #DataManagement
DEEM Workshop @ SIGMOD retweeted
Today at DEEM @SIGMODConf , Supawit from @IllinoisCS will present our novel approach to durable ML: applying the concept of DB transactions to Python. Still early stage, but so much potential. arxiv.org/abs/2305.08770 deem-workshop.org
DEEM Workshop @ SIGMOD retweeted
📢 Excited to present our open-source project @evadb_ai at @deem_workshop @SIGMODConf ! 🚀 EvaDB empowers simpler and faster AI-powered apps. Special thanks to @wandb and @SnorkelAI for the generous travel grant. Check out Evadb: github.com/georgia-tech-db/e…
DEEM Workshop @ SIGMOD retweeted
📢Excited to present our preliminary work on optimizing data science pipelines at @deem_workshop @SIGMODConf! We propose a transpiler framework that harnesses the power of DBMSes, striking the perfect balance between ease-of-use and performance.
#SIGMOD2023 #DEEM2023 #DataScience
DEEM Workshop @ SIGMOD retweeted
This Sunday, @deem_workshop, Ties will be presenting and demoing our framework for systematic benchmarking and exploration of hardware utilization while running deep learning training with a variety of hw & sw configuration options.
Our code & paper at github.com/Resource-Aware-Da…
DEEM Workshop @ SIGMOD retweeted
DEEM Workshop / June 22
P2D: A Transpiler Framework for Optimizing Data Science Pipelines. Yordan Grigorov, Haralampos Gavriilidis, Sergey Redyuk, Kaustubh Beedkar, Volker Markl
deem-workshop.org/
@harrygavr @Sergred94 @kbeedkar @MadelonHulsebos @sh_reya @ParomaPhoenix