Hardware-aware Automated AI for Efficient Deep Learning across Hybrid Deployments: Current Landscape and Future Directions
- 2021
- ISPASS 2021
Publications
202 results for Automated AI
Searching for Machine Learning Pipelines Using a Context-Free Grammar
- Radu Marinescu
- Akihiro Kishimoto
- et al.
- 2021
- AAAI 2021
AutoText: An End-to-End AutoAI Framework for Text
- Arunima Chaudhary
- Alayt Issak
- et al.
- 2021
- AAAI 2021
Temporal Tensor Transformation Network for Multivariate Time Series Prediction
- Yuya Jeremy Ong
- Mu Qiao
- et al.
- 2020
- Big Data 2020
SnapBoost: A Heterogeneous Boosting Machine
- Thomas Parnell
- Andreea Anghel
- et al.
- 2020
- NeurIPS 2020
AI Assisted Data Labeling
- Michael Desmond
- Evelyn Duesterwald
- et al.
- 2020
- NeurIPS 2020
Effective Elastic Scaling of Deep Learning Workloads
- Vaibhav Saxena
- Jayaram Kr Kallapalayam Radhakrishnan
- et al.
- 2020
- MASCOTS 2020
MCMH: Learning Multi-Chain Multi-Hop Rules for Knowledge Graph Reasoning
- Lu Zhang
- Mo Yu
- et al.
- 2020
- EMNLP 2020
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