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.
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128 result(s)
Comparison of Semantic Segmentation Deep Learning Models for Land Use Mapping: Site Characterization for Construction Site Preparation
AM Lobato, M Juston, WR Norris, R Nagi, A Soylemezoglu, D Nottage, 2021, IIE Annual Conference. Proceedings, 1142-1147
Data-driven Thinking for Measuring the Human Experience in the Built Environment
B. Tunçer, F. Benita, 2021, International Journal of Architectural Computing, 20 (2), 316-333, https://doi.org/10.1177/14780771211025142
Decentralized Makespan Minimization for Uniformly Related Agents
R Sengupta, R Nagi, 2021, IEEE 17th International Conference on Automation Science and Engineering (CASE), 2140-2145, https://ieeexplore.ieee.org/iel7/9551387/9551265/09551549.pdf
Determinantal Point Processes Based on Orthogonal Polynomials for Sampling Minibatches in SGD
R. Bardenet, S. Ghosh, and M. Lin, 2021, Conference on Neural Information Processing Systems (NeurIPS), https://proceedings.neurips.cc/paper/2021/file/8744cf92c88433f8cb04a02e6db69a0d-Paper.pdf
Economic Analysis of Unmanned Aerial Vehicle (UAV) Provided Mobile Services
X. Wang and L. Duan , 2021, IEEE Transactions on Mobile Computing, Vol. 20(5), 1804 – 1816, https://people.sutd.edu.sg/~lingjie_duan/wp-content/uploads/2020/02/eco-UAV.pdf
Exploiting partial correlations in distributionally robust optimization
D. Padmanabhan∗, K. Natarajan, K. Murthy, 2021, Mathematical Programming, 186, 209-255, https://link.springer.com/article/10.1007/s10107-019-01453-5#Ack1
Growth of Common Friends in a Preferential Attachment Model
B. Das and S. Ghosh , 2021, Stochastic Models, 37(3), 427-447, https://arxiv.org/abs/1908.04510
Human Mobility Behavior in COVID-19: A Systematic Literature Review and Bibliometric Analysis
F.Benita, 2021, Sustainable Cities and Society, 70, 102916, https://doi.org/10.1016/j.scs.2021.102916
Hykernel: A Hybrid Selection of One/two-phase Kernels for Triangle Counting on GPUs
M Almasri, N Vasudeva, R Nagi, J Xiong, WM Hwu, 2021, IEEE High Performance Extreme Computing Conference (HPEC), 1-7, https://ieeexplore.ieee.org/iel7/9622740/9622741/09622856.pdf
INFORMS Annual Meeting TutORials Speaker
Karthyek Murthy, 2021