Seguir
Vidyashankar Sivakumar
Vidyashankar Sivakumar
Email confirmado em amazon.com
Título
Citado por
Citado por
Ano
Estimation with norm regularization
A Banerjee, S Chen, F Fazayeli, V Sivakumar
Advances in neural information processing systems 27, 2014
612014
Multi-task sparse structure learning
AR Gonçalves, P Das, S Chatterjee, V Sivakumar, FJ Von Zuben, ...
Proceedings of the 23rd ACM International Conference on Conference on …, 2014
362014
Beyond sub-gaussian measurements: High-dimensional structured estimation with sub-exponential designs
V Sivakumar, A Banerjee, PK Ravikumar
Advances in neural information processing systems 28, 2015
322015
Leveraging web intelligence for finding interesting research datasets
A Singhal, R Kasturi, V Sivakumar, J Srivastava
2013 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI …, 2013
232013
Estimation with norm regularization
A Banerjee, S Chen, F Fazayeli, V Sivakumar
arXiv preprint arXiv:1505.02294, 2015
102015
Structured linear contextual bandits: A sharp and geometric smoothed analysis
V Sivakumar, S Wu, A Banerjee
International Conference on Machine Learning, 9026-9035, 2020
72020
High-dimensional structured quantile regression
V Sivakumar, A Banerjee
International Conference on Machine Learning, 3220-3229, 2017
72017
Structured stochastic linear bandits
N Johnson, V Sivakumar, A Banerjee
arXiv preprint arXiv:1606.05693, 2016
72016
Interpretable predictive modeling for climate variables with weighted lasso
S He, X Li, V Sivakumar, A Banerjee
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 1385-1392, 2019
62019
Random quadratic forms with dependence: Applications to restricted isometry and beyond
A Banerjee, Q Gu, V Sivakumar, SZ Wu
Advances in Neural Information Processing Systems 32, 2019
42019
Structured estimation in high dimensions: Applications in climate
AR Goncalves, A Banerjee, V Sivakumar, S Chatterjee
Large-Scale Machine Learning in the Earth Sciences, 13-32, 2017
42017
Open problem: Restricted eigenvalue condition for heavy tailed designs
A Banerjee, S Chen, V Sivakumar
Conference on Learning Theory, 1752-1755, 2015
22015
Predicting Indian summer monsoon rainfall (ISMR) using a mixture of regression model.”
V Sivakumar, M Saha, P Mitra, A Banerjee
22015
Smoothed Adversarial Linear Contextual Bandits with Knapsacks
V Sivakumar, S Zuo, A Banerjee
International Conference on Machine Learning, 20253-20277, 2022
2022
Beyond Sub-Gaussian and Independent Data in High Dimensional Regression
V Sivakumar
University of Minnesota, 2020
2020
Structured Stochastic Linear Bandits (DRAFT)
N Johnson, V Sivakumar, A Banerjee
2016
ROBUSTNESS AND SYNTHESIS OF EARTH SYSTEM MODELS (ESMS): AMulti-TASK LEARNING PERSPECTIVE
AR Gonçalves, V Sivakumar, S Chatterjee, D Kumar, S Chatterjee, ...
O sistema não pode efectuar a operação agora. Tente novamente mais tarde.
Artigos 1–17