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.
Systemic Risk in Financial Networks: The Effects of Asymptotic Independence
B. Das and V. Fasen-Hartmann, 2023, Under review (Finance and Stochastics), https://arxiv.org/abs/2309.15511
Understanding Short-distance Travel to School in Singapore: A Data-driven Approach
F. Benita, G. Bansal, G. Piliouras, B. Tunçer, 2023, Travel Behaviour and Society, 31, 349-362, https://doi.org/10.1016/j.tbs.2023.01.007
Submodularity and Pairwise Independence
A Ramachandra, K Natarajan, 2022, SSRN Electronic Journal, 1-38, https://arxiv.org/pdf/2209.08563.pdf
Distributionally Robust Linear and Discrete Optimization with Marginals
L Chen, W Ma, K Natarajan, D Simchi-Levi, Z Yan, 2022, Operations Research, Volume 70, Issue 3, 1822-1834, https://pubsonline.informs.org/doi/pdf/10.1287/opre.2021.2243
Admission Control In the Presence of Arrival Forecasts with Blocking-based Policy Optimization
K. Murthy, D. Padmanabhan, S. Bhatpp. , 2022, Winter Simulation Conference, 2270 – 2281, https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=10015468
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