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2020 – today
- 2023
[j2]Stefan Grafberger
, Paul Groth, Sebastian Schelter:
Automating and Optimizing Data-Centric What-If Analyses on Native Machine Learning Pipelines. Proc. ACM Manag. Data 1(2): 128:1-128:26 (2023)- [c8]Sebastian Schelter, Stefan Grafberger, Shubha Guha, Bojan Karlas, Ce Zhang:
Proactively Screening Machine Learning Pipelines with ARGUSEYES. SIGMOD Conference Companion 2023: 91-94 - [c7]Stefan Grafberger, Paul Groth, Sebastian Schelter:
Provenance Tracking for End-to-End Machine Learning Pipelines. WWW (Companion Volume) 2023: 1512 - [i2]Ilhan Aslan, Dominik Neu, Daniela Neupert, Stefan Grafberger, Nico Weise, Pascal Pfeil, Maximilian Kuschewski:
How to Compliment a Human - Designing Affective and Well-being Promoting Conversational Things. CoRR abs/2302.00984 (2023) - [i1]Xiaozhong Lyu, Stefan Grafberger, Samantha Biegel, Shaopeng Wei, Meng Cao, Sebastian Schelter, Ce Zhang:
Improving Retrieval-Augmented Large Language Models via Data Importance Learning. CoRR abs/2307.03027 (2023) - 2022
- [j1]Stefan Grafberger, Paul Groth, Julia Stoyanovich, Sebastian Schelter:
Data distribution debugging in machine learning pipelines. VLDB J. 31(5): 1103-1126 (2022) - [c6]Sebastian Schelter, Stefan Grafberger, Shubha Guha, Olivier Sprangers, Bojan Karlas, Ce Zhang:
Screening Native Machine Learning Pipelines with ArgusEyes. CIDR 2022 - [c5]Stefan Grafberger, Paul Groth, Sebastian Schelter:
Towards data-centric what-if analysis for native machine learning pipelines. DEEM@SIGMOD 2022: 3:1-3:5 - 2021
- [c4]Stefan Grafberger, Julia Stoyanovich, Sebastian Schelter:
Lightweight Inspection of Data Preprocessing in Native Machine Learning Pipelines. CIDR 2021 - [c3]Sebastian Schelter, Stefan Grafberger, Ted Dunning:
HedgeCut: Maintaining Randomised Trees for Low-Latency Machine Unlearning. SIGMOD Conference 2021: 1545-1557 - [c2]Stefan Grafberger, Shubha Guha, Julia Stoyanovich, Sebastian Schelter:
MLINSPECT: A Data Distribution Debugger for Machine Learning Pipelines. SIGMOD Conference 2021: 2736-2739
2010 – 2019
- 2019
- [c1]Sebastian Schelter, Stefan Grafberger, Philipp Schmidt, Tammo Rukat, Mario Kießling, Andrey Taptunov, Felix Bießmann, Dustin Lange:
Differential Data Quality Verification on Partitioned Data. ICDE 2019: 1940-1945
Coauthor Index
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last updated on 2023-09-28 02:35 CEST by the dblp team
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