Intelligent Data Engineering Lab
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Tweets from the INtelligent Data Engineering Lab @UvA_Amsterdam
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http://indelab.org 02-10-2018 09:17:40
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Checkout our vision on "Red Onions, Soft Cheese and Data: From Food Safety to Data Traceability for Responsible AI" sites.computer.org/debull/A24mar/… We ask what reponsible data management can learn from the existing regulations and processes for food safety (w/ Stefan Grafberger & Ce Zhang)
🎉 Excited to share that our paper “A Sparsity Principle for Partially Observable Causal Representation Learning” was accepted to ICML 2024! Joint work with a group of great researchers Dingling Yao Sébastien Lachapelle Perouz Taslakian Julius von Kügelgen Francesco Locatello Sara Magliacane (she/her)
croissant is accepted DEEM Workshop @ SIGMOD SIGMOD/PODS 2025 looking forward to talking to folks about composable ML data formats and infra in june code and starter kits: github.com/mlcommons/croi… Omar Benjelloun Michael Kuchnik
We're at IEEE ICDE Conference this week here in NL. Check out our paper on automated data wrangling with LLMs at DBML workshop and say hi. wis.ewi.tudelft.nl/dbml2024 #icde2024
LLMs show a huge potential for data wrangling. But how we can we increase their parameter-, compute- and sample efficiency for real-world use cases? Zhang Zeyu will present our ideas for this at the DBML workshop at #icde2024 IEEE ICDE Conference today! wis.ewi.tudelft.nl/assets/files/d…
3 of our team members received outstanding reviewer awards at The Web Conference Congrats Jan-Christoph Kalo Bradley P. Allen Paul Groth www2024.thewebconf.org/organization/r…
Trip Report: ESWC 2024 thinklinks.wordpress.com/2024/06/02/tri… ESWC Conferences #eswc2024
We're pleased to welcome Daphne Miedema and Lise Stork to the lab as new assistant professors. They bring strong research lines to the team: - Dr. Miedema works on human data interaction - Dr. Stork works on data engineering for scholarly data UvA Amsterdam Informatics Institute University of Amsterdam
DEEM Workshop @ SIGMOD SIGMOD/PODS 2025 Effy X. Li now presenting a method for cost-efficient and improved data wrangling through data prep code generation.
We are excited to be SIGMOD/PODS 2025 this week! Daphne Miedema is organising the DataEd workshop. Effy X. Li and Stefan Grafberger are presenting at the DEEM Workshop @ SIGMOD #sigmod2024
We have an opening for a PhD position in #knowledgeengineering focused AI and domain expert workflows in scholarly applications with Lise Stork and Paul Groth vacatures.uva.nl/UvA/job/PhD-po…
New preprint w/ Zhang Zeyu: "AnyMatch - Efficient Zero-Shot Entity Matching with a Small LM" Carefully selecting data to fine-tune a small LM gives on-par zero-shot EM performance with GPT-4 at a fraction of the cost Paper arxiv.org/abs/2409.04073 Code github.com/Jantory/anymat…