Intelligent Data Engineering Lab (@inde_lab_ams) 's Twitter Profile
Intelligent Data Engineering Lab

@inde_lab_ams

Tweets from the INtelligent Data Engineering Lab @UvA_Amsterdam

ID: 1047052986214694913

linkhttp://indelab.org calendar_today02-10-2018 09:17:40

530 Tweet

1,1K Takipçi

108 Takip Edilen

Sebastian (@sscdotopen) 's Twitter Profile Photo

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)

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/ <a href="/SGrafberger/">Stefan Grafberger</a> &amp; <a href="/ce_zhang/">Ce Zhang</a>)
Danru Xu (@danrunnnn) 's Twitter Profile Photo

🎉 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)

🎉 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 <a href="/Dingling_Yao/">Dingling Yao</a> <a href="/seblachap/">Sébastien Lachapelle</a> <a href="/PerouzT/">Perouz Taslakian</a> <a href="/JKugelgen/">Julius von Kügelgen</a> <a href="/FrancescoLocat8/">Francesco Locatello</a> <a href="/saramagliacane/">Sara Magliacane (she/her)</a>
Intelligent Data Engineering Lab (@inde_lab_ams) 's Twitter Profile Photo

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

Sebastian (@sscdotopen) 's Twitter Profile Photo

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…

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?

<a href="/zhang_ze_yu/">Zhang Zeyu</a> will present our ideas for this at the DBML workshop at #icde2024 <a href="/icdeconf/">IEEE ICDE Conference</a> today!

wis.ewi.tudelft.nl/assets/files/d…
Sebastian (@sscdotopen) 's Twitter Profile Photo

Session-based recommendation with low-latency prediction times for millions of products is a challenging problem in e-commerce Barrie Kersbergen from bol will detail our work on finding cost-efficient deployment options for this scenario at #icde2024 today github.com/bkersbergen/et…

Session-based recommendation with low-latency prediction times for millions of products is a challenging problem in e-commerce

<a href="/krsbrgn/">Barrie Kersbergen</a> from <a href="/bol_com/">bol</a> will detail our work on finding cost-efficient deployment options for this scenario at #icde2024 today

github.com/bkersbergen/et…
Intelligent Data Engineering Lab (@inde_lab_ams) 's Twitter Profile Photo

We're happy to be at ESWC Conferences this week. Come check out are paper on evaluating class membership with LLMs . We also will be at the Text2KG and DQMLKG workshops and presenting ENEXA in the poster session. Come say hi! #eswc2024 2024.eswc-conferences.org/wp-content/upl…

Intelligent Data Engineering Lab (@inde_lab_ams) 's Twitter Profile Photo

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

Peter Boncz (@peterabcz) 's Twitter Profile Photo

A recognition for the creator of vectorized execution and co-architect of the first data analytics service designed for the cloud. Let's celebrate together, on Nov 21!

Intelligent Data Engineering Lab (@inde_lab_ams) 's Twitter Profile Photo

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…

Tianji Cong (@tianji92441841) 's Twitter Profile Photo

🌟 Key contribution: We introduce a set of properties motivated by the relational data model (e.g., structural invariance) and practical factors to consider when using embeddings (e.g., sample size and context changes) to analyze embedding representations of relational tables.

Sebastian (@sscdotopen) 's Twitter Profile Photo

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…

New preprint w/ <a href="/zhang_ze_yu/">Zhang Zeyu</a>: "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…