Publications

238 results for Automated AI

RASL: Relational Algebra in Scikit-Learn Pipelines
- - Chirag Sahni
  - Kiran Kate
  - et al.
- 2021
- NeurIPS 2021
Workshop paper
FedAT: A High-Performance and Communication-Efficient Federated Learning System with Asynchronous Tiers
- - Zheng Chai
  - Yujing Chen
  - et al.
- 2021
- SC 2021
Conference paper
Economically viable sustainable supplier and route selection framework for food supply chains
- - Kumar Saurav
  - Ivan Kayongo
  - et al.
- 2021
- INFORMS 2021
Talk
Data and Knowledge Driven Optimization Model Generation for Flow Based Optimization Problems
- - Dharmashankar Subramanian
  - Segev Wasserkrug
  - et al.
- 2021
- INFORMS 2021
Talk
Pipeline Combinators for Gradual AutoML
- - Guillaume Baudart
  - Martin Hirzel
  - et al.
- 2021
- NeurIPS 2021
Conference paper
Data Readiness Report
- - Shazia Afzal
  - Rajmohan C
  - et al.
- 2021
- SMDS 2021
Conference paper
Data Quality Assessment for Machine Learning
- - Hima Patel
  - Fuyuki Ishikawa
  - et al.
- 2021
- KDD 2021
Workshop
Leveraging Theoretical Tradeoffs in Hyperparameter Selection for Improved Empirical Performance
- - Horst Samulowitz
  - Parikshit Ram
  - et al.
- 2021
- ICML 2021
Workshop paper
Delivering Document Conversion as a Cloud Service with High Throughput and Responsiveness
- - Christoph Auer
  - Michele Dolfi
  - et al.
- 2022
- CLOUD 2022
Conference paper
Search-based Methods for Multi-Cloud Configuration
- - Malgorzata Lazuka
  - Thomas Parnell
  - et al.
- 2022
- CLOUD 2022
Conference paper