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GUIDE-AI@SIGMOD
2024
2024
2024
Keyphrases
Publications
2024
Mohammad Hossein Moslemi
,
Mostafa Milani
Threshold-Independent Fair Matching through Score Calibration.
GUIDE-AI@SIGMOD
(2024)
Jiaxiang Liu
,
Zezhou Huang
,
Eugene Wu
SET: Searching Effective Supervised Learning Augmentations in Large Tabular Data Repositories.
GUIDE-AI@SIGMOD
(2024)
Leopoldo Bertossi
,
Felipe Azua
The Generalized Causal-Effect Score in Data Management (short paper).
GUIDE-AI@SIGMOD
(2024)
Yanlin Feng
,
Sajjadur Rahman
,
Aaron Feng
,
Vincent Chen
,
Eser Kandogan
CMDBench: A Benchmark for Coarse-to-fine Multimodal Data Discovery in Compound AI Systems.
GUIDE-AI@SIGMOD
(2024)
Yael Einy
,
Tova Milo
,
Slava Novgorodov
Cost-Effective LLM Utilization for Machine Learning Tasks over Tabular Data.
GUIDE-AI@SIGMOD
(2024)
Anna Zeng
,
Mike Cafarella
Digging Up Threats to Validity: A Data Marshalling Approach to Sensitivity Analysis.
GUIDE-AI@SIGMOD
(2024)
Proceedings of the Conference on Governance, Understanding and Integration of Data for Effective and Responsible AI, GUIDE-AI 2024, Santiago, Chile, June 9-15, 2024
GUIDE-AI@SIGMOD
(2024)
Armin Esmaeilzadeh
,
Joel Rorseth
,
Andy Yu
,
Parke Godfrey
,
Lukasz Golab
,
Divesh Srivastava
,
Jaroslaw Szlichta
,
Kazem Taghva
On Integrating the Data-Science and Machine-Learning Pipelines for Responsible AI.
GUIDE-AI@SIGMOD
(2024)
Amirhossein Aminimehr
,
Pouya Khani
,
Amirali Molaei
,
Amirmohammad Kazemeini
,
Erik Cambria
TbExplain: A Text-Based Explanation Method for Scene Classification Models With the Statistical Prediction Correction.
GUIDE-AI@SIGMOD
(2024)
Markos Markakis
,
Ziyu Zhang
,
Rana Shahout
,
Trinity Gao
,
Chunwei Liu
,
Ibrahim Sabek
,
Michael J. Cafarella
Press ECCS to Doubt (Your Causal Graph).
GUIDE-AI@SIGMOD
(2024)
Zezhou Huang
Disambiguate Entity Matching using Large Language Models through Relation Discovery.
GUIDE-AI@SIGMOD
(2024)