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Publications of "Svetha Venkatesh" ( http://dblp.L3S.de/Authors/Svetha_Venkatesh )

URL (Homepage):  http://www.prada-research.net/~svetha/index.php?n=Main.HomePage  Author page on DBLP  Author page in RDF  Community of Svetha Venkatesh in ASPL-2

Publication years (Num. hits)
1989-1995 (15) 1996-1997 (17) 1998-1999 (22) 2000 (15) 2001-2002 (32) 2003-2004 (34) 2005 (16) 2006-2007 (35) 2008 (30) 2009 (15) 2010 (16) 2011 (15) 2012 (23) 2013 (23) 2014 (36) 2015 (43) 2016 (61) 2017 (31) 2018 (44) 2019 (19)
Publication types (Num. hits)
article(208) inproceedings(332) proceedings(2)
Venues (Conferences, Journals, ...)
CoRR(76) ICPR(36) ACM Multimedia(22) ICME(21) CVPR(13) Knowl. Inf. Syst.(13) Pattern Recognition(13) PAKDD (1)(12) ICDM(9) PAKDD (2)(9) ACML(7) Australasian Conference on Art...(7) DSAA(7) AAAI(6) PRICAI(6) SDM(6) More (+10 of total 176)
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The graphs summarize 129 occurrences of 89 keywords

Results
Found 543 publication records. Showing 542 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Tinu Theckel Joy, Santu Rana, Sunil Kumar Gupta 0001, Svetha Venkatesh A flexible transfer learning framework for Bayesian optimization with convergence guarantee. Search on Bibsonomy Expert Syst. Appl. The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Vu Nguyen 0001, Sunil Gupta 0001, Santu Rana, Cheng Li 0003, Svetha Venkatesh Filtering Bayesian optimization approach in weakly specified search space. Search on Bibsonomy Knowl. Inf. Syst. The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Kien Do, Truyen Tran 0001, Thin Nguyen, Svetha Venkatesh Attentional multilabel learning over graphs: a message passing approach. Search on Bibsonomy Machine Learning The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Thao Minh Le, Vuong Le, Svetha Venkatesh, Truyen Tran 0001 Learning to Reason with Relational Video Representation for Question Answering. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Tinu Theckel Joy, Santu Rana, Sunil Kumar Gupta 0001, Svetha Venkatesh Fast Hyperparameter Tuning using Bayesian Optimization with Directional Derivatives. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Cheng Li 0003, Santu Rana, Sunil Kumar Gupta 0001, Vu Nguyen 0001, Svetha Venkatesh, Alessandra Sutti, David Rubin, Teo Slezak, Murray Height, Mazher Mohammed, Ian Gibson Accelerating Experimental Design by Incorporating Experimenter Hunches. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Hung Le, Truyen Tran 0001, Svetha Venkatesh Learning to Remember More with Less Memorization. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Romero Morais, Vuong Le, Truyen Tran 0001, Budhaditya Saha, Moussa Reda Mansour, Svetha Venkatesh Learning Regularity in Skeleton Trajectories for Anomaly Detection in Videos. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Majid Abdolshah, Alistair Shilton, Santu Rana, Sunil Kumar Gupta 0001, Svetha Venkatesh Multi-objective Bayesian optimisation with preferences over objectives. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Ang Yang, Cheng Li 0003, Santu Rana, Sunil Gupta 0001, Svetha Venkatesh Sparse Spectrum Gaussian Process for Bayesian Optimisation. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Hoang Thanh-Tung, Truyen Tran 0001, Svetha Venkatesh Improving Generalization and Stability of Generative Adversarial Networks. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Hung Le, Truyen Tran 0001, Svetha Venkatesh Neural Stored-program Memory. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Alistair Shilton, Sunil Kumar Gupta 0001, Santu Rana, Svetha Venkatesh, Majid Abdolshah, Dang Nguyen 0002 Stable Bayesian Optimisation via Direct Stability Quantification. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Dong Gong, Lingqiao Liu, Vuong Le, Budhaditya Saha, Moussa Reda Mansour, Svetha Venkatesh, Anton van den Hengel Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Kien Do, Truyen Tran 0001, Svetha Venkatesh Graph Transformation Policy Network for Chemical Reaction Prediction. Search on Bibsonomy KDD The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Deepthi Praveenlal Kuttichira, Sunil Kumar Gupta 0001, Cheng Li 0003, Santu Rana, Svetha Venkatesh Explaining Black-Box Models Using Interpretable Surrogates. Search on Bibsonomy PRICAI (1) The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Pratibha Vellanki, Santu Rana, Sunil Kumar Gupta 0001, David Rubin de Celis Leal, Alessandra Sutti, Murray Height, Svetha Venkatesh Bayesian Functional Optimisation with Shape Prior. Search on Bibsonomy AAAI The full citation details ... 2019 DBLP  BibTeX  RDF
1Hung Le, Truyen Tran 0001, Svetha Venkatesh Learning to Remember More with Less Memorization. Search on Bibsonomy ICLR The full citation details ... 2019 DBLP  BibTeX  RDF
1Hoang Thanh-Tung, Truyen Tran 0001, Svetha Venkatesh Improving Generalization and Stability of Generative Adversarial Networks. Search on Bibsonomy ICLR (Poster) The full citation details ... 2019 DBLP  BibTeX  RDF
1Kien Do, Truyen Tran 0001, Svetha Venkatesh Energy-based anomaly detection for mixed data. Search on Bibsonomy Knowl. Inf. Syst. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Adham Beykikhoshk, Ognjen Arandjelovic, Dinh Q. Phung, Svetha Venkatesh Discovering topic structures of a temporally evolving document corpus. Search on Bibsonomy Knowl. Inf. Syst. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Kien Do, Truyen Tran 0001, Svetha Venkatesh Graph Transformation Policy Network for Chemical Reaction Prediction. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Bridianne O'Dea, Tjeerd W. Boonstra, Mark E. Larsen, Thin Nguyen, Svetha Venkatesh, Helen Christensen The relationship between linguistic expression and symptoms of depression, anxiety, and suicidal thoughts: A longitudinal study of blog content. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Kien Do, Truyen Tran 0001, Svetha Venkatesh Knowledge Graph Embedding with Multiple Relation Projections. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Phuoc Nguyen, Truyen Tran 0001, Sunil Gupta 0001, Santu Rana, Svetha Venkatesh Hybrid Generative-Discriminative Models for Inverse Materials Design. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Hung Le, Truyen Tran 0001, Svetha Venkatesh Dual Control Memory Augmented Neural Networks for Treatment Recommendations. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Trang Pham, Truyen Tran 0001, Svetha Venkatesh Relational dynamic memory networks. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Hung Le, Truyen Tran 0001, Thin Nguyen, Svetha Venkatesh Variational Memory Encoder-Decoder. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Kien Do, Truyen Tran 0001, Thin Nguyen, Svetha Venkatesh Attentional Multilabel Learning over Graphs: A Message Passing Approach. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Hung Le, Truyen Tran 0001, Svetha Venkatesh Dual Memory Neural Computer for Asynchronous Two-view Sequential Learning. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Phuoc Nguyen, Truyen Tran 0001, Svetha Venkatesh Resset: A Recurrent Model for Sequence of Sets with Applications to Electronic Medical Records. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Hoang Thanh-Tung, Truyen Tran 0001, Svetha Venkatesh On catastrophic forgetting and mode collapse in Generative Adversarial Networks. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Alistair Shilton, Sunil Kumar Gupta 0001, Santu Rana, Pratibha Vellanki, Cheng Li 0003, Svetha Venkatesh, Laurence Park, Alessandra Sutti, David Rubin, Thomas Dorin, Alireza Vahid, Murray Height, Teo Slezak Kernel Pre-Training in Feature Space via m-Kernels. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Vu Nguyen 0001, Sunil Gupta 0001, Santu Rana, Cheng Li 0003, Svetha Venkatesh Practical Batch Bayesian Optimization for Less Expensive Functions. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Pratibha Vellanki, Santu Rana, Sunil Kumar Gupta 0001, David Rubin de Celis Leal, Alessandra Sutti, Murray Height, Svetha Venkatesh Bayesian functional optimisation with shape prior. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Trang Pham, Truyen Tran 0001, Svetha Venkatesh Graph Memory Networks for Molecular Activity Prediction. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Thin Nguyen, Svetha Venkatesh, Dinh Q. Phung Academia versus social media: A psycho-linguistic analysis. Search on Bibsonomy J. Comput. Science The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Dang Nguyen 0002, Wei Luo, Svetha Venkatesh, Dinh Q. Phung Effective Identification of Similar Patients Through Sequential Matching over ICD Code Embedding. Search on Bibsonomy J. Medical Systems The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Dang Nguyen 0002, Wei Luo 0001, Dinh Q. Phung, Svetha Venkatesh LTARM: A novel temporal association rule mining method to understand toxicities in a routine cancer treatment. Search on Bibsonomy Knowl.-Based Syst. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Thanh Dai Nguyen, Sunil Kumar Gupta 0001, Santu Rana, Svetha Venkatesh Stable Bayesian optimization. Search on Bibsonomy Int. J. Data Sci. Anal. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Anil Ramachandran, Sunil Gupta 0001, Santu Rana, Svetha Venkatesh Information-Theoretic Transfer Learning Framework for Bayesian Optimisation. Search on Bibsonomy ECML/PKDD (2) The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Dang Nguyen 0002, Wei Luo, Tu Dinh Nguyen, Svetha Venkatesh, Dinh Q. Phung Sqn2Vec: Learning Sequence Representation via Sequential Patterns with a Gap Constraint. Search on Bibsonomy ECML/PKDD (2) The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Julian Berk, Vu Nguyen 0001, Sunil Gupta 0001, Santu Rana, Svetha Venkatesh Exploration Enhanced Expected Improvement for Bayesian Optimization. Search on Bibsonomy ECML/PKDD (2) The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Hung Nguyen, Van Nguyen, Thin Nguyen, Mark E. Larsen, Bridianne O'Dea, Duc Thanh Nguyen, Trung Le, Dinh Q. Phung, Svetha Venkatesh, Helen Christensen Jointly Predicting Affective and Mental Health Scores Using Deep Neural Networks of Visual Cues on the Web. Search on Bibsonomy WISE (2) The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Cheng Li 0003, Santu Rana, Sunil Gupta 0001, Vu Nguyen 0001, Svetha Venkatesh, Alessandra Sutti, David Rubin de Celis Leal, Teo Slezak, Murray Height, Mazher Mohammed, Ian Gibson Accelerating Experimental Design by Incorporating Experimenter Hunches. Search on Bibsonomy ICDM The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Haripriya Harikumar, Santu Rana, Sunil Gupta 0001, Thin Nguyen, Ramachandra Kaimal, Svetha Venkatesh Differentially Private Prescriptive Analytics. Search on Bibsonomy ICDM The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Alistair Shilton, Santu Rana, Sunil Kumar Gupta 0001, Svetha Venkatesh Multi-Target Optimisation via Bayesian Optimisation and Linear Programming. Search on Bibsonomy UAI The full citation details ... 2018 DBLP  BibTeX  RDF
1Dang Nguyen 0002, Wei Luo, Tu Dinh Nguyen, Svetha Venkatesh, Dinh Q. Phung Learning Graph Representation via Frequent Subgraphs. Search on Bibsonomy SDM The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Majid Abdolshah, Alistair Shilton, Santu Rana, Sunil Kumar Gupta 0001, Svetha Venkatesh Expected Hypervolume Improvement with Constraints. Search on Bibsonomy ICPR The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Trang Pham, Truyen Tran 0001, Svetha Venkatesh Graph Memory Networks for Molecular Activity Prediction. Search on Bibsonomy ICPR The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Kien Do, Truyen Tran 0001, Svetha Venkatesh Knowledge Graph Embedding with Multiple Relation Projections. Search on Bibsonomy ICPR The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Hung Le, Truyen Tran 0001, Svetha Venkatesh Dual Memory Neural Computer for Asynchronous Two-view Sequential Learning. Search on Bibsonomy KDD The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Ang Yang, Cheng Li 0003, Santu Rana, Sunil Kumar Gupta 0001, Svetha Venkatesh Efficient Bayesian Optimisation Using Derivative Meta-model. Search on Bibsonomy PRICAI The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Anil Ramachandran, Sunil Kumar Gupta 0001, Santu Rana, Svetha Venkatesh Selecting Optimal Source for Transfer Learning in Bayesian Optimisation. Search on Bibsonomy PRICAI (1) The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Shivapratap Gopakumar, Sunil Gupta 0001, Santu Rana, Vu Nguyen 0001, Svetha Venkatesh Algorithmic Assurance: An Active Approach to Algorithmic Testing using Bayesian Optimisation. Search on Bibsonomy NeurIPS The full citation details ... 2018 DBLP  BibTeX  RDF
1Hung Le, Truyen Tran 0001, Thin Nguyen, Svetha Venkatesh Variational Memory Encoder-Decoder. Search on Bibsonomy NeurIPS The full citation details ... 2018 DBLP  BibTeX  RDF
1Phuoc Nguyen, Truyen Tran 0001, Svetha Venkatesh Resset: A Recurrent Model for Sequence of Sets with Applications to Electronic Medical Records. Search on Bibsonomy IJCNN The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Thanh Dai Nguyen, Sunil Gupta 0001, Santu Rana, Svetha Venkatesh A Privacy Preserving Bayesian Optimization with High Efficiency. Search on Bibsonomy PAKDD (3) The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Dang Nguyen 0002, Tu Dinh Nguyen, Wei Luo, Svetha Venkatesh Trans2Vec: Learning Transaction Embedding via Items and Frequent Itemsets. Search on Bibsonomy PAKDD (3) The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Haripriya Harikumar, Santu Rana, Sunil Gupta 0001, Thin Nguyen, Ramachandra Kaimal, Svetha Venkatesh Prescriptive Analytics Through Constrained Bayesian Optimization. Search on Bibsonomy PAKDD (1) The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Hung Le, Truyen Tran 0001, Svetha Venkatesh Dual Control Memory Augmented Neural Networks for Treatment Recommendations. Search on Bibsonomy PAKDD (3) The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Sunil Kumar Gupta 0001, Alistair Shilton, Santu Rana, Svetha Venkatesh Exploiting Strategy-Space Diversity for Batch Bayesian Optimization. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Ang Yang, Cheng Li 0003, Santu Rana, Sunil Gupta 0001, Svetha Venkatesh Sparse Approximation for Gaussian Process with Derivative Observations. Search on Bibsonomy Australasian Conference on Artificial Intelligence The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Thin Nguyen, Mark E. Larsen, Bridianne O'Dea, Duc Thanh Nguyen, John Yearwood, Dinh Q. Phung, Svetha Venkatesh, Helen Christensen Kernel-based features for predicting population health indices from geocoded social media data. Search on Bibsonomy Decision Support Systems The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Thin Nguyen, Bridianne O'Dea, Mark E. Larsen, Dinh Q. Phung, Svetha Venkatesh, Helen Christensen Using linguistic and topic analysis to classify sub-groups of online depression communities. Search on Bibsonomy Multimedia Tools Appl. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Truyen Tran 0001, Dinh Quoc Phung, Hung Hai Bui, Svetha Venkatesh Hierarchical semi-Markov conditional random fields for deep recursive sequential data. Search on Bibsonomy Artif. Intell. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Thin Nguyen, Mark E. Larsen, Bridianne O'Dea, Dinh Q. Phung, Svetha Venkatesh, Helen Christensen Estimation of the prevalence of adverse drug reactions from social media. Search on Bibsonomy I. J. Medical Informatics The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Budhaditya Saha, Sunil Kumar Gupta 0001, Dinh Q. Phung, Svetha Venkatesh Effective sparse imputation of patient conditions in electronic medical records for emergency risk predictions. Search on Bibsonomy Knowl. Inf. Syst. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Pratibha Vellanki, Thi V. Duong, Sunil Kumar Gupta 0001, Svetha Venkatesh, Dinh Q. Phung Nonparametric discovery and analysis of learning patterns and autism subgroups from therapeutic data. Search on Bibsonomy Knowl. Inf. Syst. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Kien Do, Truyen Tran 0001, Svetha Venkatesh Matrix-centric Neural Networks. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Tu Dinh Nguyen, Truyen Tran 0001, Dinh Q. Phung, Svetha Venkatesh Nonnegative Restricted Boltzmann Machines for Parts-based Representations Discovery and Predictive Model Stabilization. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Phuoc Nguyen, Truyen Tran 0001, Svetha Venkatesh Deep Learning to Attend to Risk in ICU. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Phuoc Nguyen, Truyen Tran 0001, Svetha Venkatesh Finding Algebraic Structure of Care in Time: A Deep Learning Approach. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Hung Vu, Dinh Q. Phung, Tu Dinh Nguyen, Anthony Trevors, Svetha Venkatesh Energy-based Models for Video Anomaly Detection. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Vu Nguyen 0001, Santu Rana, Sunil Kumar Gupta 0001, Cheng Li 0003, Svetha Venkatesh Budgeted Batch Bayesian Optimization With Unknown Batch Sizes. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Trang Pham, Truyen Tran 0001, Khanh Hoa Dam, Svetha Venkatesh Graph Classification via Deep Learning with Virtual Nodes. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Tu Dinh Nguyen, Truyen Tran 0001, Dinh Q. Phung, Svetha Venkatesh Statistical Latent Space Approach for Mixed Data Modelling and Applications. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Trang Pham, Truyen Tran 0001, Svetha Venkatesh One Size Fits Many: Column Bundle for Multi-X Learning. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Budhaditya Saha, Sunil Kumar Gupta 0001, Dinh Q. Phung, Svetha Venkatesh A Framework for Mixed-Type Multioutcome Prediction With Applications in Healthcare. Search on Bibsonomy IEEE J. Biomedical and Health Informatics The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Phuoc Nguyen, Truyen Tran 0001, Nilmini Wickramasinghe, Svetha Venkatesh Deepr: A Convolutional Net for Medical Records. Search on Bibsonomy IEEE J. Biomedical and Health Informatics The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Trang Pham, Truyen Tran 0001, Dinh Q. Phung, Svetha Venkatesh Predicting healthcare trajectories from medical records: A deep learning approach. Search on Bibsonomy Journal of Biomedical Informatics The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Bo Dao, Thin Nguyen, Svetha Venkatesh, Dinh Q. Phung Latent sentiment topic modelling and nonparametric discovery of online mental health-related communities. Search on Bibsonomy Int. J. Data Sci. Anal. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Thin Nguyen, Nguyen Hung, Svetha Venkatesh, Dinh Q. Phung Estimating Support Scores of Autism Communities in Large-Scale Web Information Systems. Search on Bibsonomy WISE (1) The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Vu Nguyen 0001, Sunil Gupta 0001, Santu Rana, Cheng Li 0003, Svetha Venkatesh Bayesian Optimization in Weakly Specified Search Space. Search on Bibsonomy ICDM The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Thin Nguyen, Duc Thanh Nguyen, Mark E. Larsen, Bridianne O'Dea, John Yearwood, Dinh Q. Phung, Svetha Venkatesh, Helen Christensen Prediction of Population Health Indices from Social Media using Kernel-based Textual and Temporal Features. Search on Bibsonomy WWW (Companion Volume) The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Vu Nguyen 0001, Sunil Gupta 0001, Santu Rana, Cheng Li 0003, Svetha Venkatesh Regret for Expected Improvement over the Best-Observed Value and Stopping Condition. Search on Bibsonomy ACML The full citation details ... 2017 DBLP  BibTeX  RDF
1Trang Pham, Truyen Tran 0001, Dinh Q. Phung, Svetha Venkatesh Column Networks for Collective Classification. Search on Bibsonomy AAAI The full citation details ... 2017 DBLP  BibTeX  RDF
1Pratibha Vellanki, Santu Rana, Sunil Kumar Gupta 0001, David Rubin, Alessandra Sutti, Thomas Dorin, Murray Height, Paul G. Sanders, Svetha Venkatesh Process-constrained batch Bayesian optimisation. Search on Bibsonomy NIPS The full citation details ... 2017 DBLP  BibTeX  RDF
1Thanh Dai Nguyen, Sunil Kumar Gupta 0001, Santu Rana, Svetha Venkatesh Stable Bayesian Optimization. Search on Bibsonomy PAKDD (2) The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Hung Vu, Tu Dinh Nguyen, Anthony Travers, Svetha Venkatesh, Dinh Q. Phung Energy-Based Localized Anomaly Detection in Video Surveillance. Search on Bibsonomy PAKDD (1) The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Santu Rana, Cheng Li 0003, Sunil Kumar Gupta 0001, Vu Nguyen 0001, Svetha Venkatesh High Dimensional Bayesian Optimization with Elastic Gaussian Process. Search on Bibsonomy ICML The full citation details ... 2017 DBLP  BibTeX  RDF
1Phuoc Nguyen, Truyen Tran 0001, Svetha Venkatesh Deep Learning to Attend to Risk in ICU. Search on Bibsonomy KHD@IJCAI The full citation details ... 2017 DBLP  BibTeX  RDF
1Cheng Li 0003, Sunil Kumar Gupta 0001, Santu Rana, Vu Nguyen 0001, Svetha Venkatesh, Alistair Shilton High Dimensional Bayesian Optimization using Dropout. Search on Bibsonomy IJCAI The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Alistair Shilton, Sunil Kumar Gupta 0001, Santu Rana, Svetha Venkatesh Regret Bounds for Transfer Learning in Bayesian Optimisation. Search on Bibsonomy AISTATS The full citation details ... 2017 DBLP  BibTeX  RDF
1Truyen Tran 0001, Dinh Q. Phung, Svetha Venkatesh Collaborative filtering via sparse Markov random fields. Search on Bibsonomy Inf. Sci. The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Tu Dinh Nguyen, Truyen Tran 0001, Dinh Q. Phung, Svetha Venkatesh Graph-induced restricted Boltzmann machines for document modeling. Search on Bibsonomy Inf. Sci. The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Nguyen Cong Thuong, Sunil Kumar Gupta 0001, Svetha Venkatesh, Dinh Q. Phung Nonparametric discovery of movement patterns from accelerometer signals. Search on Bibsonomy Pattern Recognition Letters The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Sunil Kumar Gupta 0001, Dinh Q. Phung, Svetha Venkatesh Modelling multilevel data in multimedia: A hierarchical factor analysis approach. Search on Bibsonomy Multimedia Tools Appl. The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Truyen Tran 0001, Dinh Q. Phung, Svetha Venkatesh Modelling human preferences for ranking and collaborative filtering: a probabilistic ordered partition approach. Search on Bibsonomy Knowl. Inf. Syst. The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Budhaditya Saha, Sunil Kumar Gupta 0001, Dinh Q. Phung, Svetha Venkatesh Multiple task transfer learning with small sample sizes. Search on Bibsonomy Knowl. Inf. Syst. The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
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