iisc
Publications

2017 2016 2015 2014 2013 2012 2011 2010 2009 2008 2007 2006 2005 2004 2003

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Clustering by Sum of Norms: Stochastic Incremental Algorithm, Convergence and Cluster Recovery (pdf), (Resources).
---- Ashkan Panahi, Devdatt Dubhashi, Fredrik D. Johansson, Chiranjib Bhattacharyya; International Conference on Machine Learning (ICML) , 2017.
Corpus-Based Translation Induction in Indian Languages Using Auxiliary Language Corpora from Wikipedia (pdf).
---- Goutham Tholpadi, Chiranjib Bhattacharyya, Shirish Shevade; ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP) , 2017.
Identifying groups of strongly correlated variables through Smoothed Ordered Weighted L1-norms (pdf), (Resources).
---- Raman Sankaran, Francis Bach, Chiranjib Bhattacharyya; International Conference on Artificial Intelligence & Statistics (AISTATS) , 2017.
Vine copulas for mixed data : multi-view clustering for mixed data beyond meta-Gaussian dependencies (pdf).
---- Lavanya Sita Tekumalla, Vaibhav Rajan, Chiranjib Bhattacharyya; Machine Learning, Springer Nature SharedIt Initiative , 2017.
Copula-HDP-HMM: Non-parametric Modeling of Temporal Multivariate Data for I/O Efficient Bulk Cache Preloading (pdf), (Resources).
---- Lavanya Sita Tekumalla, Chiranjib Bhattacharyya; SIAM Conference on Data Mining (SDM) , 2016.
Bayesian Modeling of Temporal Coherence in Videos for Entity Discovery and Summarization (pdf).
---- Adway Mitra, Soma Biswas, Chiranjib Bhattacharyya; IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) , 2016.
Non-negative Matrix Factorization under Heavy Noise (pdf), (Resources).
---- Chiranjib Bhattacharyya, Navin Goyal, Ravindran Kannan, Jagdeep Pani; International Conference on Machine Learning (ICML) , 2016.
Relating Romanized Comments to News Articles by Inferring Multi-glyphic Topical Correspondence (pdf), (Resources).
---- Goutham Tholpadi, Mrinal Kanti Das, Trapit Bansal, Chiranjib Bhattacharyya; Association for the Advancement of Artificial Intelligence , 2015.
Ordered Stick-Breaking Prior for Sequential MCMC Inference of Bayesian Nonparametric Models (pdf), (Resources).
---- M. Das, T. Bansal, C. Bhattacharyya; ICML , 2015.
Temporally Coherent CRP: A Bayesian Non-Parametric Approach for Clustering Tracklets with applications to Person Discovery in Videos (pdf), (Resources).
---- Adway Mitra, Soma Biswas, Chiranjib Bhattacharyya; SIAM Conference on Data Mining (SDM) , 2015.
Content Driven User Profiling for Comment-Worthy Recommendations of News and Blog Articles (pdf).
---- Trapit Bansal, Mrinal Das, Chiranjib Bhattacharyya; ACM Conference on Recommender Systems (RecSys) , 2015.
Mining Block I/O Traces for Cache Preloading with Sparse Temporal Non-parametric Mixture of Multivariate Poisson (pdf), (Resources).
---- Lavanya Sita Tekumalla, Chiranjib Bhattacharyya; SIAM Conference on Data Mining (SDM) , 2015.
Spectral Norm Regularization of Orthonormal Representations for Graph Transduction (pdf), (Resources).
---- Rakesh S, Bibaswan Chatterjee, Raman Sankaran, Chiranjib Bhattacharyya, Francis Bach; Neural Information Processing Systems (NIPS) , 2015.
Weighted Theta Functions and Embeddings with Applications to Max-Cut, Clustering and Summarization (pdf), (Resources).
---- Fredrik D. Johansson, Ankani Chattoraj, Chiranjib Bhattacharyya and Devdatt Dubhashi; Neural Information Processing Systems (NIPS) , 2015.
A provable SVD-based algorithm for learning topics in dominant admixture corpus (pdf), (Resources).
---- Trapit Bansal, Chiranjib Bhattacharyya, Ravindran Kannan; Neural Information Processing Systems , 2014.
Learning on graphs using Orthonormal Representation is Statistically Consistent (pdf), (Resources).
---- Rakesh S, Chiranjib Bhattacharyya; Neural Information Processing Systems , 2014.
Global graph kernels using geometric embeddings (pdf), (Resources).
---- Fredrik Johansson, Vinay Jethava, Devdatt Dubhashi and Chiranjib Bhattacharyya; International Conference on Machine Learning , 2014.
Going beyond Corr-LDA for Detecting Specific Comments on News & Blogs (pdf), (Resources).
---- Mrinal Kanti Das, Trapit Bansal, Chiranjib Bhattacharyya; WSDM , 2014.
Lovasz-theta function, SVMs and finding large dense subgraphs (pdf), (Resources).
---- V. Jethava, A. Martinssson, C. Bhattacharyya, D. Dubhashi; Journal of Machine Learning Research , 2013.
Efficient Methods for Robust Classification Under Uncertainty in Kernel Matrices (pdf), (Resources).
---- Aharon Ben-Tal, Sahely Bhadra, Chiranjib Bhattacharyya, Arkadi Nemirovski; Journal of Machine Learning Research , 2012.
Lovasz theta function, SVMs and finding large dense subgraphs (pdf), (Resources).
---- V. Jethava, A. Martinssson, C. Bhattacharyya, D. Dubhashi; Neural Information Processing Systems , 2012.
Learning Dirichlet Processes from Partially Observed Groups (pdf).
---- Avinava Dubey , Indrajit Bhattacharya , Mrinal Das , Tanveer Faruquie and Chiranjib Bhattacharyya; International Conference on Data Mining , 2011.
Web Information Extraction Using Markov Logic Networks (Full Paper) (pdf).
---- Sandeepkumar Satpal; Sahely Bhadra; S Sundararajan; Rajeev Rastogi; Prithviraj Sen; KDD , 2011.
Scalable Multi-Dimensional User Intent Identification using Tree Structured Distributions (pdf).
---- Vinay Jethava; Liliana Calderón-Benavides;Ricardo Baeza-Yates; Chiranjib Bhattacharyya; Devdutt Dubhashi; SIGIR , 2011.
Diversity in Ranking via Resistive Graph Centers (pdf).
---- Avinava Dubey; Soumen Chakrabarti; Chiranjib Bhattacharyya; KDD , 2011.
Web Information Extraction Using Markov Logic Networks (poster).
---- Sandeepkumar Satpal; Sahely Bhadra; Sundararajan Sellamanickam; Rajeev Rastogi;Prithviraj Sen; WWW (poster) , 2011.
Video Coding Mode Decision As a Classification Problem (pdf).
---- Rashad Jilani , Urvang Joshi , Chiranjib Bhattacharyya , Hari Kalva , K R Ramakrishnan; Visual Information Processing and Communication (VCIP) , 2010.
Structured Learning for Non-Smooth Ranking losses (pdf).
---- Soumen Chakrabarthi,Rajiv Khanna, Uma Sawant, Chiranjib Bhattacharyya; KDD , 2008.
Maximum Margin Classifiers with Specified False Positive and False Negative Error Rates. (pdf).
---- J. Saketha Nath and Chiranjib Bhattacharyya; SIAM International Conference on Data mining (SDM) , 2007.
Focussed Crawling with Scalable Ordinal Regression Solvers (pdf).
---- Rashmin B, Saketha Nath, Krishnan S, Sivaramakrishnan K R, Chiranjib Bhattacharyya, M. Narasimha Murty; International Conference on Machine Learning (ICML) , 2007.
Frechet distance based approach for searching online handwritten documents. (pdf).
---- Sriraghavendra R, Karthik K, Chiranjib Bhattacharyya; International Conference on Document Analysis and Recognition (ICDAR) , 2007.
Focused Crawling. (pdf).
---- Rashmin N Babaria; M.E. Thesis , 2007.
Ascent Phase Trajectory Optimization for a Hypersonic Vehicle Using Nonlinear Programming. (pdf).
---- H. M. Prasanna, D. Ghose, M.S. Bhat, C. Bhattacharyya and J. Umakant; Optimization: Theories and Applications (OTA) Workshop (LNCS) , 2005.
Efficient Algorithms for Intrusion Detection (pdf).
---- Niranjan K. Boora, Chiranjib Bhattacharyya and K. Gopinath; ICDCIT , 2004.
Second Order Cone Programming Formulations for Feature Selection. (pdf).
---- Chiranjib Bhattacharyya, ; Journal of Machine Learning Research 5, 1417-1433 , 2004.

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