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ORCIDPhilipp Schmidt 0002
Person information
- affiliation: Amazon Research, Berlin, Germany
Other persons with the same name
- Philipp Schmidt — disambiguation page
- Philipp S. Tiesel
![[0000-0002-2989-1228]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0002-2989-1228")
(aka: Philipp S. Schmidt, Philipp Schmidt 0001) — TU Berlin, Germany (and 1 more) - Philipp Schmidt 0003 — Massachusetts Institute of Technology, MIT Media Lab, Cambridge, MA, USA
- Philipp Schmidt 0004 — Karlsruhe Institute of Technology, Institute for Anthropomatics and Robotics, Karlsruhe, Germany
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Journal Articles
- 2021
[j4]Felix Biessmann, Jacek Golebiowski, Tammo Rukat, Dustin Lange, Philipp Schmidt:
Automated Data Validation in Machine Learning Systems. IEEE Data Eng. Bull. 44(1): 51-65 (2021)- 2020
- [j3]Philipp Schmidt, Felix Bießmann, Timm Teubner:
Transparency and trust in artificial intelligence systems. J. Decis. Syst. 29(4): 260-278 (2020) - 2019
- [j2]Felix Bießmann, Tammo Rukat, Philipp Schmidt, Prathik Naidu, Sebastian Schelter, Andrey Taptunov, Dustin Lange, David Salinas:
DataWig: Missing Value Imputation for Tables. J. Mach. Learn. Res. 20: 175:1-175:6 (2019) - 2018
- [j1]Sebastian Schelter, Dustin Lange, Philipp Schmidt, Meltem Celikel, Felix Bießmann, Andreas Grafberger:
Automating Large-Scale Data Quality Verification. Proc. VLDB Endow. 11(12): 1781-1794 (2018)
Conference and Workshop Papers
- 2024
- [c7]Matej Cief, Jacek Golebiowski, Philipp Schmidt, Ziawasch Abedjan, Artur Bekasov:
Learning Action Embeddings for Off-Policy Evaluation. ECIR (1) 2024: 108-122 - [c6]Yupei Du, Jacek Golebiowski, Philipp Schmidt, Ziawasch Abedjan:
Guiding Catalogue Enrichment with User Queries. ECML/PKDD (9) 2024: 21-37 - 2023
- [c5]Tristan Cinquin, Tammo Rukat, Philipp Schmidt, Martin Wistuba, Artur Bekasov:
Variational Boosted Soft Trees. AISTATS 2023: 5787-5801 - 2020
- [c4]Philipp Schmidt, Felix Bießmann:
Calibrating Human-AI Collaboration: Impact of Risk, Ambiguity and Transparency on Algorithmic Bias. CD-MAKE 2020: 431-449 - 2019
- [c3]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 - [c2]Sebastian Schelter, Felix Bießmann, Dustin Lange, Tammo Rukat, Philipp Schmidt, Stephan Seufert, Pierre Brunelle, Andrey Taptunov:
Unit Testing Data with Deequ. SIGMOD Conference 2019: 1993-1996 - 2018
- [c1]Felix Bießmann, David Salinas, Sebastian Schelter, Philipp Schmidt, Dustin Lange:
"Deep" Learning for Missing Value Imputationin Tables with Non-Numerical Data. CIKM 2018: 2017-2025
Informal and Other Publications
- 2024
- [i5]Yupei Du, Jacek Golebiowski, Philipp Schmidt, Ziawasch Abedjan:
Guiding Catalogue Enrichment with User Queries. CoRR abs/2406.07098 (2024) - 2023
- [i4]Tristan Cinquin, Tammo Rukat, Philipp Schmidt, Martin Wistuba, Artur Bekasov:
Variational Boosted Soft Trees. CoRR abs/2302.10706 (2023) - [i3]Matej Cief, Jacek Golebiowski, Philipp Schmidt, Ziawasch Abedjan, Artur Bekasov:
Learning Action Embeddings for Off-Policy Evaluation. CoRR abs/2305.03954 (2023) - 2021
- [i2]Muhammad Bilal Zafar, Philipp Schmidt, Michele Donini, Cédric Archambeau, Felix Biessmann, Sanjiv Ranjan Das, Krishnaram Kenthapadi:
More Than Words: Towards Better Quality Interpretations of Text Classifiers. CoRR abs/2112.12444 (2021) - 2019
- [i1]Philipp Schmidt, Felix Bießmann:
Quantifying Interpretability and Trust in Machine Learning Systems. CoRR abs/1901.08558 (2019)
Coauthor Index
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