Machine Learning & AI
At the forefront of technological innovation, Machine Learning involves crafting algorithms for autonomous learning, while AI simulates human intelligence. Integrating multi-agent systems and game theory enhances decision-making in complex environments, finding applications in finance, cybersecurity, and resource management.
19 result(s)
19 result(s)
Hybrid AI/ML-Optimization Approaches to Cloud Native Workflow Scheduling,” IBM-Illinois Discovery Accelerator Institute
Nagi Rakesh, 2023, IBM-Illinois Discovery Accelerator Institute
Hybrid AI/ML-Optimization Approaches to Cloud Native Workflow Scheduling,” IBM-Illinois Discovery Accelerator Institute
Hybrid AI/ML-Optimization Approaches to Cloud Native Workflow Scheduling,” IBM-Illinois Discovery Accelerator Institute
Information Sharing and Collaborative Decision Making
Murthy Karthyek, 2019, Civil Aviation Authority of Singapore, 2.5 years, $600,000
Information Sharing and Collaborative Decision Making
Information Sharing and Collaborative Decision Making
Mitigating the Harm of Fentanyl through Holistic Demand/Supply-Chain Interventions and Equitable Resource Allocations,” National Science Foundation (USA)
Nagi Rakesh, 2023, National Science Foundation
Mitigating the Harm of Fentanyl through Holistic Demand/Supply-Chain Interventions and Equitable Resource Allocations,” National Science Foundation (USA)
Mitigating the Harm of Fentanyl through Holistic Demand/Supply-Chain Interventions and Equitable Resource Allocations,” National Science Foundation (USA)
On Enhancing Robustness of Networks to Dependence via Optimization
Natarajan Karthik, 2020
On Enhancing Robustness of Networks to Dependence via Optimization
On Enhancing Robustness of Networks to Dependence via Optimization
On the Interplay of Choice, Robustness and Optimization in Transportation
Natarajan Karthik, 2017
On the Interplay of Choice, Robustness and Optimization in Transportation
On the Interplay of Choice, Robustness and Optimization in Transportation
Privacy-protected AI Methods for Restricted Surveillance of Mobile Communications
Duan Lingjie, 2023, SUTD Kickstarter Initiative (SKI) Grant, 3 years, $500,000
Privacy-protected AI Methods for Restricted Surveillance of Mobile Communications
Privacy-protected AI Methods for Restricted Surveillance of Mobile Communications
To Motivate Human-in-the-loop Learning of Complex Traffic Networks
Duan Lingjie, 2022, MOE AcRF Tier 2 Grant, 3 years, $700,000
To Motivate Human-in-the-loop Learning of Complex Traffic Networks
To Motivate Human-in-the-loop Learning of Complex Traffic Networks
Towards Co-clustering in Big Data: An optimization perspective
Lin Meixia, 2022, SUTD Kickstarter Initiative (SKI) Grant, 3 years, $470,000
Towards Co-clustering in Big Data: An optimization perspective
Towards Co-clustering in Big Data: An optimization perspective
Towards Collaborative and Holistic Testing for Open RAN Solutions
Duan Lingjie, 2021, SUTD Kickstarter Initiative (SKI) Grant, 3 years, $500,000
Towards Collaborative and Holistic Testing for Open RAN Solutions
Towards Collaborative and Holistic Testing for Open RAN Solutions