Karthik Natarajan
Singapore University of Technology and Design
H-index: 23
Asia-Singapore
Top articles of Karthik Natarajan
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Probability bounds for n random events under (n− 1)-wise independence | Operations Research Letters | Karthik Natarajan Arjun Ramachandra Colin Tan | 2023/1/1 |
Submodularity, pairwise independence and correlation gap | IIM Bangalore Research Paper | Arjun Ramachandra Karthik Natarajan | 2023/12/27 |
Distributionally robust optimization through the lens of submodularity | arXiv preprint arXiv:2312.04890 | Karthik Natarajan Divya Padmanabhan Arjun Ramachandra | 2023/12/8 |
Discrete Optimal Transport with Independent Marginals is# P-Hard | SIAM Journal on Optimization | Bahar Taşkesen Soroosh Shafieezadeh-Abadeh Daniel Kuhn Karthik Natarajan | 2023/6/30 |
Tight probability bounds with pairwise independence | SIAM Journal on Discrete Mathematics | Arjun Kodagehalli Ramachandra Karthik Natarajan | 2023/6/30 |
Distributionally robust linear and discrete optimization with marginals | Operations Research | Louis Chen Will Ma Karthik Natarajan David Simchi-Levi Zhenzhen Yan | 2022/5 |
The Random QUBO | Karthik Natarajan | 2022/4/9 | |
Submodularity and pairwise independence | arXiv preprint arXiv:2209.08563 | Arjun Ramachandra Karthik Natarajan | 2022/9/18 |
Extremal probability bounds in combinatorial optimization | SIAM Journal on Optimization | Divya Padmanabhan Selin Damla Ahipasaoglu Arjun Ramachandra Karthik Natarajan | 2022 |
A nonparametric approach with marginals for modeling consumer choice | arXiv preprint arXiv:2208.06115 | Yanqiu Ruan Xiaobo Li Karthyek Murthy Karthik Natarajan | 2022/8/12 |
The limit of the marginal distribution model in consumer choice | URL http://dx. doi. org/10.48550/ARXIV | Yanqiu Ruan Xiaobo Li Karthyek Murthy Karthik Natarajan | 2022/8 |
A representative consumer model in data-driven multiproduct pricing optimization | Management Science | Zhenzhen Yan Karthik Natarajan Chung Piaw Teo Cong Cheng | 2022/8 |
Tree bounds for sums of Bernoulli random variables: A linear optimization approach | Informs Journal on Optimization | Divya Padmanabhan Karthik Natarajan | 2021/1 |
Worst-case expected shortfall with univariate and bivariate marginals | INFORMS Journal on Computing | Anulekha Dhara Bikramjit Das Karthik Natarajan | 2021/1 |
On the heavy-tail behavior of the distributionally robust newsvendor | Operations research | Bikramjit Das Anulekha Dhara Karthik Natarajan | 2021/7 |
Exploiting partial correlations in distributionally robust optimization | Mathematical Programming | Divya Padmanabhan Karthik Natarajan Karthyek Murthy | 2021/3 |
Correlation robust influence maximization | Advances in Neural Information Processing Systems | Louis Chen Divya Padmanabhan Chee Chin Lim Karthik Natarajan | 2020 |
Co-Authors
