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Martin Hirzel
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Publications
- 2024
- [c61]Nikitha Rao, Jason Tsay, Kiran Kate, Vincent J. Hellendoorn, Martin Hirzel:
AI for Low-Code for AI. IUI 2024: 837-852 - 2023
- [c60]Michael Feffer, Martin Hirzel, Samuel C. Hoffman, Kiran Kate, Parikshit Ram, Avraham Shinnar:
Searching for Fairer Machine Learning Ensembles. AutoML 2023: 17/1-19 - [i22]Nikitha Rao, Jason Tsay, Kiran Kate, Vincent J. Hellendoorn, Martin Hirzel:
AI for Low-Code for AI. CoRR abs/2305.20015 (2023) - 2022
- [c58]Martin Hirzel, Kiran Kate, Parikshit Ram, Avraham Shinnar, Jason Tsay:
Gradual AutoML using Lale. KDD 2022: 4794-4795 - [i18]Michael Feffer, Martin Hirzel, Samuel C. Hoffman, Kiran Kate, Parikshit Ram, Avraham Shinnar:
An Empirical Study of Modular Bias Mitigators and Ensembles. CoRR abs/2202.00751 (2022) - [i14]Michael Feffer, Martin Hirzel, Samuel C. Hoffman, Kiran Kate, Parikshit Ram, Avraham Shinnar:
Navigating Ensemble Configurations for Algorithmic Fairness. CoRR abs/2210.05594 (2022) - 2021
- [c52]Guillaume Baudart, Martin Hirzel, Kiran Kate, Parikshit Ram, Avraham Shinnar, Jason Tsay:
Pipeline Combinators for Gradual AutoML. NeurIPS 2021: 19705-19718 - 2020
- [i12]Guillaume Baudart, Peter D. Kirchner, Martin Hirzel, Kiran Kate:
Mining Documentation to Extract Hyperparameter Schemas. CoRR abs/2006.16984 (2020) - [i11]Guillaume Baudart, Martin Hirzel, Kiran Kate, Parikshit Ram, Avraham Shinnar:
Lale: Consistent Automated Machine Learning. CoRR abs/2007.01977 (2020) - 2019
- [c47]Guillaume Baudart, Martin Hirzel, Kiran Kate, Louis Mandel, Avraham Shinnar:
Machine learning in Python with no strings attached. MAPL@PLDI 2019: 1-9 - [i9]Subhrajit Roy, Kiran Kate, Martin Hirzel:
A semi-supervised deep learning algorithm for abnormal EEG identification. CoRR abs/1903.07822 (2019) - [i8]Martin Hirzel, Kiran Kate, Avraham Shinnar, Subhrajit Roy, Parikshit Ram:
Type-Driven Automated Learning with Lale. CoRR abs/1906.03957 (2019) - 2018
- [i3]Guillaume Baudart, Martin Hirzel, Kiran Kate, Louis Mandel, Avraham Shinnar:
Yaps: Python Frontend to Stan. CoRR abs/1812.04125 (2018)
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