iisc
Publications

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

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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.
Translation Induction on Indian Language Corpora using Translingual Themes from Other Languages (pdf), (Resources).
---- Goutham Tholpadi, Chiranjib Bhattacharyya, Shirish Shevade; 16th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing) , 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.
EntScene: Nonparametric Bayesian Temporal Segmentation of Videos Aimed at Entity-Driven Scene Detection (pdf), (Resources).
---- Adway Mitra, Chiranjib Bhattacharyya, Soma Biswas; International Joint Conference on Artificial Intelligence (IJCAI) , 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.
Subtle Topic Models and Discovering Subtly Manifested Soft ware Concerns Automatically (pdf), (Resources).
---- Mrinal Kanti Das, Suparna Bhattacharya, Chiranjib Bhattacharyya, Kanchi Gopinath; ICML , 2013.
Robust formulations for clustering-based large-scale classification (pdf).
---- Saketha Nath Jagarlapudi, Aharon Ben-Tal, Chiranjib Bhattacharyya; Optimization and Engineering, Volume 14, Issue 2, pp 225-250 , 2013.
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.
EIGEN-PROFILES OF SPATIO-TEMPORAL FRAGMENTS FOR ADAPTIVE REGION-BASED TRACKING (pdf).
---- Adway Mitra , Anoop K.R. , Ujwal Bonde , Chiranjib Bhattacharyya , K.R.Ramakrishnan; International Conference on Accoustics, Speech and Signal Processing (ICASSP) , 2012.
Cluster Labeling for Multilingual Scatter/Gather using Comparable Corpora (pdf).
---- Goutham Tholpadi, Mrinal Kanti Das, Chiranjib Bhattacharyya, and Shirish Shevade ; European Conference on Information Retrieval , 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.
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.
LogUCB: An Explore-Exploit Algorithm For Comments Recommendation (pdf).
---- Dhruv Kumar Mahajan, Rajeev Rastogi, Charu Tiwari, Adway Mitra; Conference on Information and Knowledge Management (CIKM) , 2012.
Covariance Profiles: A Signature Representation For Object Sets (pdf).
---- Anoop K.R. , Adway Mitra , Ujwal Bonde , Chiranjib Bhattacharyya , K.R.Ramakrishnan ; International Conf on Pattern Recognition (ICPR) , 2012.
Web Information Extraction Using Markov Logic Networks (poster).
---- Sandeepkumar Satpal; Sahely Bhadra; Sundararajan Sellamanickam; Rajeev Rastogi;Prithviraj Sen; WWW (poster) , 2011.
Exploiting Coherence in Reviews for Discovering Latent Facets and Associated Sentiments (pdf), (Resources).
---- Himabindu Lakkaraju, Chiranjib Bhattacharyya, Indrajit Bhattacharya, Srujana Merugu; SDM , 2011.
ReadAlong: Reading Articles and Comments Togethar (pdf).
---- Dyut Kumar Sil, Srinivasan H Sengamedu, Chiranjib Bhattacharyya; CIKM , 2011.
Diversity in Ranking via Resistive Graph Centers (pdf).
---- Avinava Dubey; Soumen Chakrabarti; Chiranjib Bhattacharyya; KDD , 2011.
ReadAlong: Reading Articles and Comments Together (poster).
---- Dyut Kumar Sil; Srinivasan H. Sengamedu; Chiranjib Bhattacharyya ; WWW (poster) , 2011.
NETGEM: Network Embedded Temporal GEnerative Model for gene expression data (pdf).
---- Vinay Jethava; Chiranjib Bhattacharyya; Devdutt Dubhashi; Goutam N. Vemuri; BMC Bioinformatics , 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.
Web Information Extraction Using Markov Logic Networks (Full Paper) (pdf).
---- Sandeepkumar Satpal; Sahely Bhadra; S Sundararajan; Rajeev Rastogi; Prithviraj Sen; KDD , 2011.
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.
Efficient Covariance-based Algorithms for Appearance Modeling in Computer Vision (pdf).
---- Adway Mitra; M.E. Thesis , 2010.
Variable Sparsity Kernel Learning. (pdf), (Resources).
---- J. Aflalo, A. Ben-Tal, C. Bhattacharyya, J. Saketha Nath and S. Raman. ; (Accepted for )JMLR , 2010.
Efficient algorithms for learning kernels from multiple Similarity matrices with general convex loss functions (pdf).
---- Achintya Kundu, Vikram Tankasali, Chiranjib Bhattacharyya, Aharon Ben-Tal; NIPS , 2010.
Robust Formulations for Handling Uncertainty in Kernel Matrices (pdf), (Resources).
---- Sahely Bhadra, Sourangshu Bhattacharrya, Chiranjib Bhattacharryya and Aharon Ben-tal; International Conference on Machine Learning (ICML) , 2010.
Discovery of Application Workloads from Network File Traces (pdf), (Resources).
---- Neeraja J. Yadwadkar, Chiranjib Bhattacharyya, K. Gopinath,Thirumale Niranjan, Sai Susarla; Conference on File and Storage Technologies(FAST) , 2010.
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.
Speedup Macroblock Mode Decision in H.264/SVC Encoding Using Cost-Sensitive Learning (pdf).
---- Urvang Joshi, Rashad Jillani, Chiranjib Bhattacharya, Hari Kalva and K. R. Ramakrishnan; International Conference on Consumer Electronics (ICCE) , 2010.
Chance Constrained Uncertain Classification via Robust Optimization. (pdf).
---- A. Ben-Tal, S. Bhadra, C. Bhattacharyya and J. Saketha Nath. ; Mathematical Programming Series B special issue on Machine Learning , 2010.
Learning Algorithms using Chance-Constrained Programs . (pdf).
---- Saketha Nath Jagarlapudi; PhD Thesis , 2009.
Computational Protein Structure Analysis: Kernel and Spectral Methods (pdf).
---- Sourangshu Bhattacharya; PhD Thesis , 2009.
Interval Data Classification under Partial Information: A Chance-Constraint Approach. (pdf).
---- Sahely Bhadra , J. Saketha Nath , Aharon Ben-Tal and Chiranjib Bhattacharyya; Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) , 2009.
A linear programming approach for estimating the structure of a sparse linear genetic network from transcript profiling data (pdf), (Resources).
---- Sahely Bhadra, Chiranjib Bhattacharyya, Nagasuma R Chandra and I Saira Mian. ; Algorithms for Molecular Biology. 4:5 , 2009.
Prediction of Hard Drive Failures via Rule Discovery from AutoSupport Data (pdf).
---- Vipul Agrawal, Chiranjib Bhattacharyya, Thirumale Niranjan and Sai Susarla; NetApp Technical Journal (NATJ) , 2009.
On the Algorithmics and Applications of a Mixed-norm based Kernel Learning Formulation. (pdf).
---- J. Saketha Nath, G. Dinesh, S. Raman, C. Bhattacharyya, A. Ben-Tal, K. R. Ramakrishnan.; NIPS , 2009.
Discovering Rules from Disk Events for Predicting Hard Drive Failures (pdf).
---- Vipul Agrawal, Chiranjib Bhattacharyya, Thirumale Niranjan and Sai Susarla; International Conference of Machine Learning and Applications(ICMLA) , 2009.
A Large Margin Approach for writer independent online handwriting classification (pdf).
---- Karthik Kumara, Rahul Agarwal, Chiranjib Bhattacharyya and Nagasuma R Chandra.; Pattern Recognition Letters. May, , 2008.
Structured Learning for Non-Smooth Ranking losses (pdf).
---- Soumen Chakrabarthi,Rajiv Khanna, Uma Sawant, Chiranjib Bhattacharyya; KDD , 2008.
FaceRipper: Automatic Face Indexer and Tagger for Personal Albums and Videos. (pdf).
---- Mehul Parsana; M.E. Thesis , 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.
A Randomized Algorithm for Large Scale Support Vector Learning (pdf).
---- Krishnan S, Chiranjib Bhattacharyya, Ramesh Hariharan.; Annual Conference on Neural Information Processing Systems (NIPS) , 2007.
Focused Crawling. (pdf).
---- Rashmin N Babaria; M.E. Thesis , 2007.
Kernels on Attributed Pointsets with Applications. (pdf).
---- Mehul Parsana, Sourangshu Bhattacharya, Chiranjib Bhattacharyya and K. R. Ramakrishnan; Annual Conference on Neural Information Processing Systems (NIPS) , 2007.
Kernels for Large Margin Time-Series Classification. (pdf).
---- Sivaramakrishnan K R, Karthik K, Chiranjib Bhattacharyya; International Joint Conference on Neural Networks (IJCNN) , 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.
Structural Alignment based Kernels for Protein Structure Classification. (pdf).
---- Sourangshu Bhattacharya, Chiranjib Bhattacharyya, Nagasuma R Chandra; International Conference on Machine Learning (ICML) , 2007.
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.
Language-neutral algorithms for partial search on online handwritten test. (pdf).
---- R Sriraghavendra.; M.E. Thesis , 2007.
Comparison of protein structures by growing neighborhood alignments. (pdf).
---- Sourangshu Bhattacharya, Chiranjib Bhattacharyya and Nagasuma R Chandra.; BMC Bioinformatics. 6;8:77. Mar, , 2007.
Second Order Cone Programming Approaches for Handling Missing and Uncertain Data. (pdf).
---- Pannagadatta K. Shivaswamy, Chiranjib Bhattacharyya, Alexander J. Smola, ; Journal of Machine Learning Research 7(Special Topic on Machine Learning and Optimization) 1283--13 , 2006.
A Randomized Algorithm for Large Scale Almost Linearly Separable Classification Problems with Applications to Text. (pdf).
---- Krishnan S; M.E. Thesis , 2006.
Fast, Language Independent, Handwriting Recognition Algorithms for Handheld Devices. (pdf).
---- Karthik K; M.E. Thesis , 2006.
Fast Algorithms for RNA Secondary Structure Prediction. (pdf).
---- Sanjay Vaghela; M.E. Thesis , 2006.
Projections for fast protein structure retrieval. (pdf).
---- Sourangshu Bhattacharya, Chiranjib Bhattacharyya, Nagasuma R Chandra; BMC Bioinformatics , 2006.
Clustering Based Large Margin Classification: A Scalable Approach using SOCP Formulation (pdf).
---- Saketha Nath, Chiranjib Bhattacharyya, M. Narasimha Murty; Annual SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) , 2006.
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.
Robust Classification of noisy data using Second Order Cone Programming approach. (pdf).
---- C. Bhattacharyya; International Conference on Intelligent Sensing and Information Processing , 2004.
Time Series Classification for Online Tamil Handwritten Character Recognition-A Kernel Based Approach (pdf).
---- K.R. Sivaramakrishnan and Chiranjib Bhattacharyya; International Conference, ICONIP , 2004.
Efficient Algorithms for Intrusion Detection (pdf).
---- Niranjan K. Boora, Chiranjib Bhattacharyya and K. Gopinath; ICDCIT , 2004.
Robust sparse hyperplane classifiers: application to uncertain molecular profiling data. (pdf), (Resources).
---- C. Bhattacharyya, L. R. Grate, M. I. Jordan, L. El Ghaoui, and Mian, I. S. ; Journal of Computational Biology , 2004.
Second Order Cone Programming Formulations for Feature Selection. (pdf).
---- Chiranjib Bhattacharyya, ; Journal of Machine Learning Research 5, 1417-1433 , 2004.
A Second Order Cone Programming Formulation for Classifying Missing Data . (pdf).
---- Chiranjib Bhattacharyya, K. S. Pannagadatta, Alex Smola; Neural Information Processing Systems (NIPS) , 2004.
Integrated analysis of transcript profiling and protein sequence data. (pdf).
---- L. R. Grate, C. Bhattacharyya, M. I. Jordan, and I. S. Mian.; Mechanisms of Ageing and Development, 124, 109-11 , 2003.
Simultaneous relevant feature identification and classification in high-dimensional spaces: Application to molecular profiling data.. (pdf).
---- C.Bhattacharyya, L. R. Grate, A. Rizki, D. Radisky, F. J. Molina, M. I. Jordan, M. J. Bissell, and I. S. Mian.; Signal Processing, 83, 729-743 , 2003.
Simultaneous feature selection and classification for relevance feedback in image retrieval. (pdf).
---- R. Prasanna, K. R. Ramakrishnan, and C. Bhattacharyya; Tencon , 2003.

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