Bhanukiran Vinzamuri  Bhanukiran Vinzamuri photo       

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Research Scientist
IBM Research AI
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Professional Associations

Professional Associations:  ACM  |  IEEE Member


2017

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


2016

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


2015

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


2014

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


2013

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


2011

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


2010

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