Publications

This is our catalog of recent publications authored by IBM researchers, in collaboration with the global research community. We’re currently adding our back catalog of more than 110,000 publications. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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Year

9 results for Kiran Kate

Pipeline Combinators for Gradual AutoML
- - Guillaume Baudart
  - Martin Hirzel
  - et al.
- 2021
- NeurIPS 2021
CodeStylist: A System for Performing Code Style Transfer Using Neural Networks
- - Chih-kai Ting
  - Karl Munson
  - et al.
- 2023
- AAAI 2023
AutoText: An End-to-End AutoAI Framework for Text
- - Arunima Chaudhary
  - Alayt Issak
  - et al.
- 2021
- AAAI 2021
RASL: Relational Algebra in Scikit-Learn Pipelines
- - Chirag Sahni
  - Kiran Kate
  - et al.
- 2021
- NeurIPS 2021
Engineering Fair Machine Learning Pipelines
- - Martin Hirzel
  - Kiran Kate
  - et al.
- 2021
- ICLR 2021
Lale: Consistent Automated Machine Learning
- - Guillaume Baudart
  - Martin Hirzel
  - et al.
- 2020
- KDD 2020
Mining Documentation to Extract Hyperparameter Schemas
- - Guillaume Baudart
  - Peter D. Kirchner
  - et al.
- 2020
- ICML 2020
An Empirical Study of Modular Bias Mitigators and Ensembles
- - Michael Feffer
  - Martin Hirzel
  - et al.
- 2022
- ICML 2022
Towards large language model-based personal agents in the enterprise: Current trends and open problems
- - Vinod Muthusamy
  - Yara Rizk
  - et al.
- 2023
- EMNLP 2023