Bhanukiran Vinzamuri  Bhanukiran Vinzamuri photo         

contact information

Research Staff Member
IBM Research


Professional Associations

Professional Associations:  ACM  |  IEEE Member


False Discovery Rate Control with Concave Penalties using Stability Selection
Bhanukiran Vinzamuri, and Kush R. Varshney
IEEE Data Science Workshop, 2018


Exploring the Causal Relationships between Initial Opioid Prescriptions and Outcomes
Jinghe Zhang, Vijay Iyengar, Dennis Wei, Bhanukiran Vinzamuri, Hamsa Bastani, Alexander Macalalad, Anne Fischer, Gigi Yuen-Reed, Aleksandra Mojsilovic and Kush R. Varshney
AMIA Workshop on Data Mining for Medical Informatics, 2017

Optimized Pre-Processing for Discrimination Prevention
Flavio P. Calmon, Dennis Wei, Bhanukiran Vinzamuri, Karthikeyan Natesan Ramamurthy, Kush R. Varshney
Advances in Neural Information Processing Systems (NIPS), 2017

Pre-Processing Censored Survival Data using Inverse Covariance Matrix based Calibration
Bhanukiran Vinzamuri, Yan Li and Chandan K. Reddy
IEEE Transactions on Knowledge and Data Engineering (TKDE) 29(10), 2111-2124, 2017


Feature Grouping Using Weighted l1 Norm for High-Dimensional Data
Bhanukiran Vinzamuri, Karthik K. Padthe, Chandan K. Reddy
IEEE 16th International Conference on Data Mining, ICDM 2016, December 12-15, 2016, Barcelona, Spain, pp. 1233--1238

CRISP: Consensus Regularized Selection based Prediction
Ping Wang, Karthik K. Padthe, Bhanukiran Vinzamuri, Chandan K. Reddy
Proceedings of the 25th ACM International on Conference on Information and Knowledge Management, (CIKM) 2016, Indianapolis, IN, USA, October 24-28, 2016, pp. 1019--1028

Regularized Weighted Linear Regression for High-dimensional Censored Data
Yan Li, Bhanukiran Vinzamuri, Chandan K. Reddy
Proceedings of the 2016 SIAM International Conference on Data Mining (SDM), pp. 45--53


Constrained elastic net based knowledge transfer for healthcare information exchange
Yan Li, Bhanukiran Vinzamuri, Chandan K Reddy
Data Mining and Knowledge Discovery (DMKD) 29(4), 1094--1112, Springer, 2015


Active learning based survival regression for censored data
Bhanukiran Vinzamuri, Yan Li and Chandan K. Reddy
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management (CIKM), pp. 241--250, 2014

Personalized Recommendation of Twitter Lists using Content and Network Information.
Vineeth Rakesh, Dilpreet Singh, Bhanukiran Vinzamuri, and Chandan K. Reddy
In Proceedings of International Confernece on Weblogs and Social Media (ICWSM), 2014


A Survey of Partitional and Hierarchical Clustering Algorithms.
Chandan K. Reddy, Bhanukiran Vinzamuri
Data Clustering: Algorithms and Applications87, 2013

Cox regression with correlation based regularization for electronic health records
Bhanukiran Vinzamuri, Chandan K. Reddy
2013 IEEE 13th International Conference on Data Mining (ICDM), pp. 757--766


RNN Based Sampling Technique for Effective Active Learning.
Gaurav Maheshwari, Bhanukiran Vinzamuri, Vikram Pudi
MLDM Posters, pp. 59--65, 2011

Designing an ensemble classifier over subspace classifiers using iterative convergence routine
Bhanukiran Vinzamuri, Kamalakar Karlapalem
Proceedings of the 20th ACM international conference on Information and knowledge management (CIKM), pp. 693--698, 2011


A Robust Active Learning Framework Using Itemset Based Dynamic Rule Sampling
Bhanukiran Vinzamuri, Vikram Pudi
Proceedings of the 16th International Conference on Management of Data (COMAD), pp. 103, 2010