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Publications of "Santu Rana" ( http://dblp.L3S.de/Authors/Santu_Rana )

URL (Homepage):  https://scholar.google.com/citations?user=S9PwnMYAAAAJ  Author page on DBLP  Author page in RDF  Community of Santu Rana in ASPL-2

Publication years (Num. hits)
2008-2015 (16) 2016 (15) 2017-2018 (26) 2019 (12)
Publication types (Num. hits)
article(21) inproceedings(48)
Venues (Conferences, Journals, ...)
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Found 70 publication records. Showing 69 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Tinu Theckel Joy, Santu Rana, Sunil 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
1Majid Abdolshah, Alistair Shilton, Santu Rana, Sunil Gupta 0001, Svetha Venkatesh Cost-aware Multi-objective Bayesian optimisation. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Tinu Theckel Joy, Santu Rana, Sunil 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 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 CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Majid Abdolshah, Alistair Shilton, Santu Rana, Sunil 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
1Alistair Shilton, Sunil 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
1Thommen George Karimpanal, Santu Rana, Sunil Gupta 0001, Truyen Tran 0001, Svetha Venkatesh Learning Transferable Domain Priors for Safe Exploration in Reinforcement Learning. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Phuoc Nguyen, Truyen Tran 0001, Sunil Gupta 0001, Santu Rana, Matthew Barnett, Svetha Venkatesh Incomplete Conditional Density Estimation for Fast Materials Discovery. Search on Bibsonomy SDM The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Deepthi Praveenlal Kuttichira, Sunil 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 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  DOI  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
1Alistair Shilton, Sunil 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 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
1Thanh Dai Nguyen, Sunil 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
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
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 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
1Majid Abdolshah, Alistair Shilton, Santu Rana, Sunil Gupta 0001, Svetha Venkatesh Expected Hypervolume Improvement with Constraints. Search on Bibsonomy ICPR The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Ang Yang, Cheng Li 0003, Santu Rana, Sunil 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 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
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
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
1Sunil 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
1Vu Nguyen 0001, Santu Rana, Sunil 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
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
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
1Pratibha Vellanki, Santu Rana, Sunil 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 Gupta 0001, Santu Rana, Svetha Venkatesh Stable Bayesian Optimization. Search on Bibsonomy PAKDD (2) The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Santu Rana, Cheng Li 0003, Sunil 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
1Cheng Li 0003, Sunil 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 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
1Cheng Li 0003, Santu Rana, Dinh Q. Phung, Svetha Venkatesh Data clustering using side information dependent Chinese restaurant processes. Search on Bibsonomy Knowl. Inf. Syst. The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Sunil Gupta 0001, Santu Rana, Budhaditya Saha, Dinh Q. Phung, Svetha Venkatesh A new transfer learning framework with application to model-agnostic multi-task learning. Search on Bibsonomy Knowl. Inf. Syst. The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Cheng Li 0003, Santu Rana, Dinh Q. Phung, Svetha Venkatesh Hierarchical Bayesian nonparametric models for knowledge discovery from electronic medical records. Search on Bibsonomy Knowl.-Based Syst. The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Vu Nguyen 0001, Santu Rana, Sunil Kumar Gupta 0001, Cheng Li 0003, Svetha Venkatesh Budgeted Batch Bayesian Optimization. Search on Bibsonomy ICDM The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Saravanan Subramanian, Santu Rana, Sunil Gupta 0001, Palaniappan Bagavathi Sivakumar, C. Shunmuga Velayutham, Svetha Venkatesh Bayesian nonparametric Multiple Instance Regression. Search on Bibsonomy ICPR The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Tinu Theckel Joy, Santu Rana, Sunil Gupta 0001, Svetha Venkatesh Hyperparameter tuning for big data using Bayesian optimisation. Search on Bibsonomy ICPR The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Cheng Li 0003, Sunil Gupta 0001, Santu Rana, Vu Nguyen 0001, Svetha Venkatesh, David Ashely, Trish Livingston Multiple adverse effects prediction in longitudinal cancer treatment. Search on Bibsonomy ICPR The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Vu Nguyen 0001, Sunil Gupta 0001, Santu Rana, Cheng Li 0003, Svetha Venkatesh A Bayesian Nonparametric Approach for Multi-label Classification. Search on Bibsonomy ACML The full citation details ... 2016 DBLP  BibTeX  RDF
1Sunil Kumar Gupta 0001, Santu Rana, Svetha Venkatesh Differentially Private Multi-task Learning. Search on Bibsonomy PAISI The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Cheng Li 0003, Sunil Gupta 0001, Santu Rana, Wei Luo 0001, Svetha Venkatesh, David Ashely, Dinh Q. Phung Toxicity Prediction in Cancer Using Multiple Instance Learning in a Multi-task Framework. Search on Bibsonomy PAKDD (1) The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Thanh Dai Nguyen, Sunil Gupta 0001, Santu Rana, Svetha Venkatesh Privacy Aware K-Means Clustering with High Utility. Search on Bibsonomy PAKDD (2) The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Tinu Theckel Joy, Santu Rana, Sunil Kumar Gupta 0001, Svetha Venkatesh Flexible Transfer Learning Framework for Bayesian Optimisation. Search on Bibsonomy PAKDD (1) The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Haripriya Harikumar, Thin Nguyen, Santu Rana, Sunil Gupta 0001, Ramachandra Kaimal, Svetha Venkatesh Extracting Key Challenges in Achieving Sobriety Through Shared Subspace Learning. Search on Bibsonomy ADMA The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Haripriya Harikumar, Thin Nguyen, Sunil Gupta 0001, Santu Rana, Ramachandra Kaimal, Svetha Venkatesh Understanding Behavioral Differences Between Short and Long-Term Drinking Abstainers from Social Media. Search on Bibsonomy ADMA The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Thanh Dai Nguyen, Sunil Gupta 0001, Santu Rana, Vu Nguyen 0001, Svetha Venkatesh, Kyle J. Deane, Paul G. Sanders Cascade Bayesian Optimization. Search on Bibsonomy Australasian Conference on Artificial Intelligence The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Santu Rana, Sunil Gupta 0001, Dinh Q. Phung, Svetha Venkatesh A predictive framework for modeling healthcare data with evolving clinical interventions. Search on Bibsonomy Statistical Analysis and Data Mining The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Santu Rana, Sunil Kumar Gupta 0001, Svetha Venkatesh Differentially Private Random Forest with High Utility. Search on Bibsonomy ICDM The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Sunil Gupta 0001, Santu Rana, Dinh Q. Phung, Svetha Venkatesh What shall I share and with Whom? - A Multi-Task Learning Formulation using Multi-Faceted Task Relationships. Search on Bibsonomy SDM The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Cheng Li 0003, Santu Rana, Dinh Q. Phung, Svetha Venkatesh Small-Variance Asymptotics for Bayesian Nonparametric Models with Constraints. Search on Bibsonomy PAKDD (2) The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Sunil Kumar Gupta 0001, Santu Rana, Dinh Q. Phung, Svetha Venkatesh Collaborating Differently on Different Topics: A Multi-Relational Approach to Multi-Task Learning. Search on Bibsonomy PAKDD (1) The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Truyen Tran 0001, Wei Luo 0001, Dinh Q. Phung, Sunil Gupta 0001, Santu Rana, Richard Kennedy, Ann Larkins, Svetha Venkatesh A framework for feature extraction from hospital medical data with applications in risk prediction. Search on Bibsonomy BMC Bioinformatics The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Sunil Kumar Gupta 0001, Santu Rana, Dinh Q. Phung, Svetha Venkatesh Keeping up with Innovation: A Predictive Framework for Modeling Healthcare Data with Evolving Clinical Interventions. Search on Bibsonomy SDM The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Cheng Li 0003, Santu Rana, Dinh Q. Phung, Svetha Venkatesh Regularizing Topic Discovery in EMRs with Side Information by Using Hierarchical Bayesian Models. Search on Bibsonomy ICPR The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Santu Rana, Sunil Kumar Gupta 0001, Dinh Q. Phung, Svetha Venkatesh Intervention-Driven Predictive Framework for Modeling Healthcare Data. Search on Bibsonomy PAKDD (1) The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Cheng Li 0003, Dinh Q. Phung, Santu Rana, Svetha Venkatesh Exploiting side information in distance dependent Chinese restaurant processes for data clustering. Search on Bibsonomy ICME The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Santu Rana, Dinh Q. Phung, Svetha Venkatesh Split-Merge Augmented Gibbs Sampling for Hierarchical Dirichlet Processes. Search on Bibsonomy PAKDD (2) The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Tien-Vu Nguyen, Dinh Q. Phung, Santu Rana, Duc-Son Pham, Svetha Venkatesh Multi-modal abnormality detection in video with unknown data segmentation. Search on Bibsonomy ICPR The full citation details ... 2012 DBLP  BibTeX  RDF
1Santu Rana, Dinh Q. Phung, Sonny Pham, Svetha Venkatesh Large-scale statistical modeling of motion patterns: a Bayesian nonparametric approach. Search on Bibsonomy ICVGIP The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Santu Rana, Wanquan Liu, Mihai Lazarescu, Svetha Venkatesh A unified tensor framework for face recognition. Search on Bibsonomy Pattern Recognition The full citation details ... 2009 DBLP  DOI  BibTeX  RDF
1Santu Rana, Wanquan Liu, Mihai Lazarescu, Svetha Venkatesh Efficient tensor based face recognition. Search on Bibsonomy ICPR The full citation details ... 2008 DBLP  DOI  BibTeX  RDF
1Santu Rana, Wanquan Liu, Mihai M. Lazarescu, Svetha Venkatesh Recognising faces in unseen modes: A tensor based approach. Search on Bibsonomy CVPR The full citation details ... 2008 DBLP  DOI  BibTeX  RDF
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