Artificial Intelligence (AI) has evolved into a vast interdisciplinary research area and we have reached an era where AI is beginning to be deployed as real-world solutions across various sectors/domains. Moving to a wider scope of deployment of the AI models into the real world is not just a simple question of translational research and engineering but also requires several fundamental research questions and issues, involving algorithmic, systemic and societal aspects, to be addressed. Therefore, it is crucial to carry out progressive research in the domain of Deployable AI and how the various deployability aspects with respect to AI models can ensure positive impacts on the society. In this workshop, we intend to focus on research works that propose models that can be deployed as real world solutions and more importantly propose techniques/strategies that enable and ensure ideal deployment of AI models as real world solutions while adhering to various standards and aspects of deployability. This workshop further aims to bring together researchers who can build real-world-ready solutions from multiple disciplines/domains and computer researchers and strategists who can ensure and enable the deployability of such AI based solutions. We have invited several distinguished speakers with their research interest in various topics related to deployable AI.

Call for Participation

We invite submissions from participants who can contribute to theory and techniques/strategies to ensure adherence of the various aspects of the deployability of AI models. The topics of interest include, but are not limited to, the following:

1. Deployable AI- concepts and Models

2. Explainable and Interpretable AI

3. Human-in-the-loop AI

4. Online Learning and Transfer Learning

5. Few Shot Learning Model

6. Fairness and Ethics in AI

7. Safety Security and Privacy in AI

8. Cryptography and AI

9. Responsible AI

10. Integrity and Robustness in AI

11. Computational Scalability and Reliability in AI

12. AI on Edge Devices

13. Distill and Lightweight AI Models

14. Learning from Drifting Data Distributions

15. AI Models and Social Impact

Papers will be presented in poster format and some will be selected for oral presentation. Through invited talks and presentations by the participants, this workshop will bring together current advances in Deployable AI, and set the stage for continuing interdisciplinary research discussions.

Paper Submission Deadline: October 28, 2022

Author Notification: Friday, November 18, 2022

February 13 – 14, 2023: Workshop dates

Workshop Website for further details on PC, speakers: https://sites.google.com/view/dai-2023/