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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64 result(s)
An Augmented Lagrangian Method with Constraint Generation for Shape-constrained Convex Regression Problems
M. Lin, D. Sun, and K-C. Toh, 2022, Mathematical Programming Computation, 14(2), 223-270, https://link.springer.com/article/10.1007/s12532-021-00210-0
Associations Between Street Connectivity and Poverty
F.Benita, 2022, Networks and Spatial Economics, 22 (1), 181-201
Asymptotic Behavior of Common Connections in Sparse Random Networks
B. Das, T. Wang and G. Dai , 2022, Methodology and Computing in Applied Probability, 24, 2071-2092, https://arxiv.org/abs/2106.08472
Combining Retrospective Approximation with Importance Sampling for Optimizing Conditional Value-at-risk
A. Deo, K. Murthy, T. Sarkerpp. , 2022, Winter Simulation Conference, 891 – 902, https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=10015306
Confidence Regions in Wasserstein Distributionally Robust Estimation
J. Blanchet, K. Murthy, N.Si, 2022, Biometrika, 109(2), 295 – 315, https://academic.oup.com/biomet/article-abstract/109/2/295/6239705?redirectedFrom=fulltext
Effects of Urban Park Spatial Characteristics on Visitor Density and Diversity: A Geolocated Social Media Approach
IT. Chuang, F. Benita, B. Tunçer, 2022, Landscape and Urban Planning, 226, 104514, https://doi.org/10.1016/j.landurbplan.2022.104514
Extremal Probability Bounds in Combinatorial Optimization
D Padmanabhan, SD Ahipasaoglu, A Ramachandra, K Natarajan, 2022, SIAM Journal on Optimization, Volume 32, Issue 4, 2828-2858, https://epubs.siam.org/doi/pdf/10.1137/21M1442504
From Qualitative Data to Correlation Using Deep Generative Networks: Demonstrating the Relation of Nuclear Position with the Arrangement of Actin Filaments
J. Vasudevan, C. Zheng, J. G. Wan, T.-J. Cham, L. C. Teck, and J. G. Fernandez, 2022, PLOS One, 17, https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0271056
Optimal Transport-Based Distributionally Robust Optimization: Structural Properties and Iterative Schemes
J. Blanchet, K. Murthy, F. Zhang, 2022, Mathematics of Operations Research, (47) 2, 1500-1529, https://pubsonline.informs.org/doi/abs/10.1287/moor.2021.1178
Parallel k-clique Counting on GPUs
M Almasri, IE Hajj, R Nagi, J Xiong, W Hwu, 2022, Proceedings of the 36th ACM International Conference on Supercomputing, 10-14, https://dl.acm.org/doi/pdf/10.1145/3524059.3532382