Publications

This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

Date

Start

End

Featured collections

Popular topics

175 results for Automated AI

Optimistic Exploration in Reinforcement Learning Using Symbolic Model Estimates
- - Sarath Sreedharan
  - Michael Katz
- 2023
- IJCAI 2023
Learning Parameterized Policies for Planning Annotated RL
- - Harsha Kokel
  - Junkyu Lee
  - et al.
- 2023
- IJCAI 2023
Graphical modeling for dynamic safety hints generalisation for Safe Deep Reinforcement Learning Agents
- - Lamogha Chiazor
  - Ngoc Lan Hoang
  - et al.
- 2023
- IJCAI 2023
Semantic UI Understanding in the Era of AI
- - Roy Abitbol
  - Segev Shlomov
  - et al.
- 2023
- IJCAI 2023
Enhancing Trust in LLM-Based AI Automation Agents: New Considerations and Future Challenges
- - Sivan Schwartz
  - Avi Yaeli
  - et al.
- 2023
- IJCAI 2023
Measuring the Measuring Tools: An Automatic Evaluation of Semantic Metrics for Text Corpora
- - George Kour
  - Samuel Ackerman
  - et al.
- 2022
- EMNLP 2022
Knowledge-augmented Risk Assessment (KaRA): a hybrid-intelligence framework for supporting knowledge-intensive risk assessment of prospect candidates
- - Maeda Hanafi
  - Yannis Katsis
  - et al.
- 2022
- EMNLP 2022
Sketch to Skip and Select: Communication Efficient Federated Learning using Locality Sensitive Hashing
- - Georgios Kollias
  - Theodoros Salonidis
  - et al.
- 2022
- fl-ijcai 2022
Deployment and Management of Time Series Forecasts in Ocean Industry
- - Fearghal O'Donncha
  - Albert Akhriev
  - et al.
- 2021
- Big Data 2021
Hardware-aware Automated AI for Efficient Deep Learning across Hybrid Deployments: Current Landscape and Future Directions
- - Kaoutar El Maghraoui
- 2021
- ISPASS 2021