Data Science & Analytics
This field, situated at the intersection of technology, statistics, and business strategy, is dedicated to extracting valuable insights from diverse datasets. Utilizing advanced algorithms and machine learning techniques, data scientists analyze information to uncover patterns, trends, and correlations, driving innovation across industries.
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62 result(s)
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
Integrating Empirical Analysis into Analytical Framework: An Integrated Model Structure for On-Demand Transportation
Yuliu Su, Ying Xu, Costas Courcoubetis, and Shih-Fen Cheng, 2021, The Proceedings of the 2021 INFORMS International Conference on Service Science, ICSS 2021: AI and Analytics for Smart Cities and Service Systems, 300–315, https://link.springer.com/chapter/10.1007/978-3-030-90275-9_25
K-clique Counting on GPUs
M Almasri, I El Hajj, R Nagi, J Xiong, W Hwu, 2021, arXiv e-prints, 2104, 13209
On the Heavy-tail Behavior of the Distributionally Robust Newsvendor
B. Das, A. Dhara and K. Natarajan69, 2021, Operations Research, 69 (4), 1077-1099, https://arxiv.org/abs/1806.05379
Optimization with Marginals and Moments
K Natarajan, 2021, Dynamic Ideas LLC
Statistical Analysis of Wasserstein Distributionally Robust Estimators
J. Blanchet, K. Murthy, V. A. Nguye, 2021, INFORMS Tutorials in Operations Research J. Blanchet, K. Murthy, V. A. Nguye227 – 254 [Publication Link], 227 – 254, https://pubsonline.informs.org/doi/10.1287/educ.2021.0233
Stochastic Superiority Equilibrium in Game Theory
A Yekkehkhany, T Murray, R Nagi, 2021, Decision Analysis, 18, Issue 2, 153-168, https://pubsonline.informs.org/doi/pdf/10.1287/deca.2021.0429
The Main Factors Influencing COVID-19 Spread and Deaths in Mexico: A Comparison Between Phases I and II
F. Benita, F. Gasca-Sanchez, 2021, Applied Geography, 134, 102523, https://doi.org/10.1016/j.apgeog.2021.102523
Tree Bounds for Sums of Bernoulli Random Variables: A Linear Optimization Approach
D Padmanabhan, K Natarajan, 2021, Informs Journal on Optimization, Volume 3, Issue 1, 23-45, https://pubsonline.informs.org/doi/pdf/10.1287/ijoo.2019.0038