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Books and Theses
- 2018
[b1]Ashwin Venkataraman:
Rethinking Customer Segmentation and Demand Learning in the Presence of Sparse, Diverse, and Large-scale Data. New York University, USA, 2018
Journal Articles
- 2024
- [j5]Srikanth Jagabathula
, Paat Rusmevichientong, Ashwin Venkataraman, Xinyi Zhao:
Estimating Large-Scale Tree Logit Models. Oper. Res. 72(1): 257-276 (2024) - [j4]Sunandan Chakraborty, Srikanth Jagabathula, Lakshminarayanan Subramanian, Ashwin Venkataraman:
Frontiers in Operations: News Event-Driven Forecasting of Commodity Prices. Manuf. Serv. Oper. Manag. 26(4): 1286-1305 (2024) - 2020
- [j3]Srikanth Jagabathula, Lakshminarayanan Subramanian, Ashwin Venkataraman:
A Conditional Gradient Approach for Nonparametric Estimation of Mixing Distributions. Manag. Sci. 66(8): 3635-3656 (2020) - 2018
- [j2]Srikanth Jagabathula, Lakshminarayanan Subramanian, Ashwin Venkataraman:
A Model-Based Embedding Technique for Segmenting Customers. Oper. Res. 66(5): 1247-1267 (2018) - 2017
- [j1]Srikanth Jagabathula, Lakshminarayanan Subramanian, Ashwin Venkataraman:
Identifying Unreliable and Adversarial Workers in Crowdsourced Labeling Tasks. J. Mach. Learn. Res. 18: 93:1-93:67 (2017)
Conference and Workshop Papers
- 2021
- [c5]Rishabh Ranawat, Ashwin Venkataraman, Lakshminarayanan Subramanian:
CollectiveTeach: A System To Generate And Sequence Web-Annotated Lesson Plans. COMPASS 2021: 1-13 - 2018
- [c4]Alexander R. Podgorsak, Ashwin Venkataraman, Swetadri Vasan Setlur Nagesh, Daniel R. Bednarek, Stephen Rudin, Adnan Siddiqui, Ciprian N. Ionita:
Use of material decomposition in the context of neurovascular intervention using standard flat panel and a high-resolution CMOS detector. Biomedical Applications in Molecular, Structural, and Functional Imaging 2018: 105780L - [c3]Ciprian N. Ionita, Ashwin Venkataraman, Alexander R. Podgorsak, Kelsey N. Sommer, Lauren M. Shepard, Adnan Siddiqui:
X-ray image guidance workflow development for in-vivo aneurysm treatment using a new retrievable asymmetric flow diverter (RAFD). Image-Guided Procedures 2018: 105760R - 2016
- [c2]Sunandan Chakraborty, Ashwin Venkataraman, Srikanth Jagabathula, Lakshminarayanan Subramanian:
Predicting Socio-Economic Indicators using News Events. KDD 2016: 1455-1464 - 2014
- [c1]Srikanth Jagabathula, Lakshminarayanan Subramanian, Ashwin Venkataraman:
Reputation-based Worker Filtering in Crowdsourcing. NIPS 2014: 2492-2500
Informal and Other Publications
- 2017
- [i1]Srikanth Jagabathula, Lakshminarayanan Subramanian, Ashwin Venkataraman:
A Model-based Projection Technique for Segmenting Customers. CoRR abs/1701.07483 (2017)
Coauthor Index
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