DEEM@SIGMOD

Keyphrases

Publications

2024

Robert Bayer, Julian Priest, Pinar Tözün
Reaching the Edge of the Edge: Image Analysis in Space. DEEM@SIGMOD (2024)
Tengjun Jin, Akash Mittal, Chenghao Mo, Jiahao Fang, Chengsong Zhang, Timothy Dai, Daniel Kang
AIDB: a Sparsely Materialized Database for Queries using Machine Learning. DEEM@SIGMOD (2024)
Herbert Woisetschläger, Alexander Erben, Shiqiang Wang, Ruben Mayer, Hans-Arno Jacobsen
Federated Fine-Tuning of LLMs on the Very Edge: The Good, the Bad, the Ugly. DEEM@SIGMOD (2024)
Abhilash Jindal, Kaustubh Beedkar, Vishal Singh, J. Nausheen Mohammed, Tushar Singla, Aman Gupta, Keerti Choudhary
Reactive Dataflow for Inflight Error Handling in ML Workflows. DEEM@SIGMOD (2024)
Xue Li, Till Döhmen
Towards Efficient Data Wrangling with LLMs using Code Generation. DEEM@SIGMOD (2024)
Timothy Dai, Austin Peters, Jonah B. Gelbach, David Freeman Engstrom, Daniel Kang
tailwiz: Empowering Domain Experts with Easy-to-Use, Task-Specific Natural Language Processing Models. DEEM@SIGMOD (2024)
Stefan Grafberger, Paul Groth, Sebastian Schelter
Towards Interactively Improving ML Data Preparation Code via "Shadow Pipelines". DEEM@SIGMOD (2024)
Mubashara Akhtar, Omar Benjelloun, Costanza Conforti, Pieter Gijsbers, Joan Giner-Miguelez, Nitisha Jain, Michael Kuchnik, Quentin Lhoest, Pierre Marcenac, Manil Maskey, Peter Mattson, Luis Oala, Pierre Ruyssen, Rajat Shinde, Elena Simperl, Goeffry Thomas, Slava Tykhonov, Joaquin Vanschoren, Jos van der Velde, Steffen Vogler, Carole-Jean Wu
Croissant: A Metadata Format for ML-Ready Datasets. DEEM@SIGMOD (2024)
Konstantinos Kanellis, Johannes Freischuetz, Shivaram Venkataraman
Nautilus: A Benchmarking Platform for DBMS Knob Tuning. DEEM@SIGMOD (2024)
Proceedings of the Eighth Workshop on Data Management for End-to-End Machine Learning, DEEM 2024, Santiago, AA, Chile, 9 June 2024 DEEM@SIGMOD (2024)
Débora B. Pina, Adriane Chapman, Liliane N. O. Kunstmann, Daniel de Oliveira, Marta Mattoso
DLProv: A Data-Centric Support for Deep Learning Workflow Analyses. DEEM@SIGMOD (2024)
Jacopo Tagliabue, Ciro Greco
Reproducible data science over data lakes: replayable data pipelines with Bauplan and Nessie. DEEM@SIGMOD (2024)

2023

2022

2021

2020

2019