Publications

237 results for Automated AI

Evaluating Pre-Trained Sentence-BERT with Class Embeddings in Active Learning for Multi-Label Text Classification
- - Lukas Wertz
  - Jasmina Bogojeska
  - et al.
- 2022
- AACL-IJCNLP 2022
Short paper
Semantic Web Challenge on Tabular Data to Knowledge Graph Matching
- - Nora Abdelmageed
  - Jiaoyan Chen
  - et al.
- 2022
- ISWC 2022
Workshop
Just-in-Time Aggregation for Federated Learning
- - K. R. Kallapalayam Radhakrishnan
  - Ashish Verma
  - et al.
- 2022
- MASCOTS 2022
Conference paper
An End-to-end Automated AI System for Reinforcement Learning
- - Long Vu
  - Todd Mummert
  - et al.
- 2022
- INFORMS 2022
Talk
AI-driven Automated Purchase Order Management system
- - Bing Zhang
  - Shubhi Asthana
  - et al.
- 2022
- INFORMS 2022
Poster
Reinforcement learning with algorithms from probabilistic structure estimation
- - Jonathan P. Epperlein
  - Roman Overko
  - et al.
- 2022
- Automatica
Paper
A Scalable AutoML Approach Based on Graph Neural Networks
- - Mossad Helali
  - Essam Mansour
  - et al.
- 2022
- VLDB 2022
Conference paper
Document Intelligence 2022
- - Doug Burdick
  - Benjamin Han
  - et al.
- 2022
- KDD 2022
Workshop
Gradual AutoML using Lale
- - Martin Hirzel
  - Kiran Kate
  - et al.
- 2022
- KDD 2022
Tutorial
On the Optimality Gap of Warm-Started Hyperparameter Optimization
- - Parikshit Ram
- 2022
- AutoML-Conf 2022
Conference paper