Publications

194 results for Automated AI

Autonomous Predictive Modeling via Reinforcement Learning
- - Udayan Khurana
  - Horst Samulowitz
- 2020
- CIKM 2020
Thymesisflow: A software-defined, HW/SW co-designed interconnect stack for rack-scale memory disaggregation
- - Christian Pinto
  - Dimitris Syrivelis
  - et al.
- 2020
- MICRO 2020
Generating Efficient DNN-Ensembles with Evolutionary Computation
- - Marc Ortiz
  - Florian Scheidegger
  - et al.
- 2020
- arXiv
Regression Optimization For System-level Production Control
- - Dzung Phan
  - Lam Nguyen
  - et al.
- 2020
- INFORMS 2020
Adaptive Histogram-based Gradient Boosted Trees For Federated Learning
- - Yuya Jeremy Ong
  - Yi Zhou
  - et al.
- 2020
- INFORMS 2020
A Modeling Framework For Resolving Conflicts Between Experts’ Intuition And Data-driven AI Models
- - Hogun Park
  - Aly Megahed
  - et al.
- 2020
- INFORMS 2020
Lale: Consistent Automated Machine Learning
- - Guillaume Baudart
  - Martin Hirzel
  - et al.
- 2020
- KDD 2020
Overview and Importance of Data Quality for Machine Learning Tasks
- - Abhinav Jain
  - Hima Patel
  - et al.
- 2020
- KDD 2020
Quantum boosting
- - Srinivasan Arunachalam
  - Reevu Maity
- 2020
- ICML 2020
Learning to rank learning curves
- - Martin Wistuba
  - Tejaswini Pedapati
- 2020
- ICML 2020