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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.
Faculty
Projects
Publications
18 result(s)
Privacy-protected AI Methods for Restricted Surveillance of Mobile Communications
Duan Lingjie (Pi), 2023, SUTD Kickstarter Initiative (SKI) Grant, 3 years, $500,000

Privacy-protected AI Methods for Restricted Surveillance of Mobile Communications

Dynamic Crowdsourcing Mechanisms for Decarbonising Urban Passenger Transportation and Package Delivery
Duan Lingjie (Pi), 2023, Joint SMU-SUTD Grant, 2 years, $300,000

Dynamic Crowdsourcing Mechanisms for Decarbonising Urban Passenger Transportation and Package Delivery

Fast Learning And Channel Hopping For Anti-Jamming Defense
Duan Lingjie (Pi), 2023, DSO National Laboratories, 1 year, $249,997

Fast Learning And Channel Hopping For Anti-Jamming Defense

GPU-Accelerated Algorithms for Multi-Sensor Data Association for Multi-Target Tracking.
Nagi Rakesh (Pi), 2023

GPU-Accelerated Algorithms for Multi-Sensor Data Association for Multi-Target Tracking.

Hybrid AI/ML-Optimization Approaches to Cloud Native Workflow Scheduling,” IBM-Illinois Discovery Accelerator Institute
Nagi Rakesh (Pi), 2023, IBM-Illinois Discovery Accelerator Institute

Hybrid AI/ML-Optimization Approaches to Cloud Native Workflow Scheduling,” IBM-Illinois Discovery Accelerator Institute

Mitigating the Harm of Fentanyl through Holistic Demand/Supply-Chain Interventions and Equitable Resource Allocations,” National Science Foundation (USA)
Nagi Rakesh (Pi), 2023, National Science Foundation

Mitigating the Harm of Fentanyl through Holistic Demand/Supply-Chain Interventions and Equitable Resource Allocations,” National Science Foundation (USA)

Building Proposal Development Evaluation with Artificial Intelligence
Varvitsiotis Antonios (Pi), 2022, Urban Redevelopment Authority (URA), 3 years

Building Proposal Development Evaluation with Artificial Intelligence

Computer Science Approaches to Quantum Computing for Finance
Varvitsiotis Antonios (Pi), 2022, Quantum Engineering Programme (QEP) 2.0, 3 years

Computer Science Approaches to Quantum Computing for Finance

To Motivate Human-in-the-loop Learning of Complex Traffic Networks
Duan Lingjie (Pi), 2022, MOE AcRF Tier 2 Grant, 3 years, $700,000

To Motivate Human-in-the-loop Learning of Complex Traffic Networks

Towards Collaborative and Holistic Testing for Open RAN Solutions
Duan Lingjie (Pi), 2021, SUTD Kickstarter Initiative (SKI) Grant, 3 years, $500,000

Towards Collaborative and Holistic Testing for Open RAN Solutions