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Ashwin Venkataraman
Ashwin Venkataraman
Assistant Professor, Jindal School of Management, UT Dallas
Verifisert e-postadresse på utdallas.edu - Startside
Tittel
Sitert av
Sitert av
År
Reputation-based worker filtering in crowdsourcing
S Jagabathula, L Subramanian, A Venkataraman
Advances in Neural Information Processing Systems 27, 2014
812014
A conditional gradient approach for nonparametric estimation of mixing distributions
S Jagabathula, L Subramanian, A Venkataraman
Management Science 66 (8), 3635-3656, 2020
402020
Identifying unreliable and adversarial workers in crowdsourced labeling tasks
S Jagabathula, L Subramanian, A Venkataraman
Journal of Machine Learning Research 18 (93), 1-67, 2017
402017
Predicting socio-economic indicators using news events
S Chakraborty, A Venkataraman, S Jagabathula, L Subramanian
Proceedings of the 22nd ACM SIGKDD international conference on knowledge …, 2016
382016
A model-based embedding technique for segmenting customers
S Jagabathula, L Subramanian, A Venkataraman
Operations Research 66 (5), 1247-1267, 2018
31*2018
The generalized stochastic preference choice model
G Berbeglia, A Venkataraman
arXiv preprint arXiv:1803.04244v3, 2023
22*2023
Estimating large-scale tree logit models
S Jagabathula, P Rusmevichientong, A Venkataraman, X Zhao
Operations Research 72 (1), 257-276, 2024
6*2024
Collectiveteach: a system to generate and sequence web-annotated lesson plans
R Ranawat, A Venkataraman, L Subramanian
Proceedings of the 4th ACM SIGCAS Conference on Computing and Sustainable …, 2021
5*2021
Nonparametric demand estimation in the presence of unobserved factors
S Chitla, S Jagabathula, A Venkataraman
Available at SSRN 4244086, 2022
32022
Feature-based MNL Estimation: Fast iterative algorithm and Structural insights
S Jagabathula, A Venkataraman
Available at SSRN 3733971, 2024
22024
Frontiers in Operations: News Event-Driven Forecasting of Commodity Prices
S Chakraborty, S Jagabathula, L Subramanian, A Venkataraman
Manufacturing & Service Operations Management 26 (4), 1286-1305, 2024
22024
Nonparametric Estimation of Choice Models
S Jagabathula, A Venkataraman
The Elements of Joint Learning and Optimization in Operations Management …, 2022
22022
A Feature-based Consideration Set Choice Model for Online Retailing
MA Farzaneh, S Modaresi, A Venkataraman
Available at SSRN 4357465, 2024
1*2024
Data-Driven Probabilistic Framework for Student Learning
A Venkataraman, R Ranawat, S Iyer, S Jagabathula, L Subramanian
ICML/IJCAI/AAMAS Workshop on AI and Computational Psychology: Theories …, 2018
2018
Rethinking Customer Segmentation and Demand Learning in the Presence of Sparse, Diverse, and Large-Scale Data
A Venkataraman
New York University, 2018
2018
SoftMap: on minimizing software costs using VM consolidation
A Venkataraman, A Verma, A Sen, V Jaiswal
Proceedings of the 5th IBM Collaborative Academia Research Exchange Workshop …, 2013
2013
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Artikler 1–16