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1

A unified tensor framework for face recognition

Santu Rana, Wanquan Liu, Mihai Lazarescu, Svetha Venkatesh

Journal:

Pattern Recognition

Year:

2009

Language:

english

File:

PDF, 248 KB

english, 2009

2

[IEEE 2008 19th International Conference on Pattern Recognition (ICPR) - Tampa, FL, USA (2008.12.8-2008.12.11)] 2008 19th International Conference on Pattern Recognition - Efficient tensor based face recognition

Rana, Santu, Liu, Wanquan, Lazarescu, Mihai, Venkatesh, Svetha

Year:

2008

Language:

english

File:

PDF, 154 KB

english, 2008

3

[IEEE 2008 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Anchorage, AK, USA (2008.06.23-2008.06.28)] 2008 IEEE Conference on Computer Vision and Pattern Recognition - Recognising faces in unseen modes: A tensor based approach

Rana, Santu, Wanquan Liu,, Lazarescu, Mihai, Venkatesh, Svetha

Year:

2008

Language:

english

File:

PDF, 251 KB

english, 2008

4

[IEEE 2016 23rd International Conference on Pattern Recognition (ICPR) - Cancun, Mexico (2016.12.4-2016.12.8)] 2016 23rd International Conference on Pattern Recognition (ICPR) - Hyperparameter tuning for big data using Bayesian optimisation

Joy, Tinu Theckel, Rana, Santu, Gupta, Sunil, Venkatesh, Svetha

Year:

2016

Language:

english

File:

PDF, 409 KB

english, 2016

5

ChAKRA : The high resolution charged particle detector array at VECC

Kundu, Samir, Rana, T.K., Bhattacharya, C., Banerjee, K., Pandey, R., Manna, Santu, Meena, J.K., Saha, A.K., Sahoo, J.K., Dhara, P., Dey, A., Gupta, D., Ghosh, T.K., Roy, Pratap, Mukherjee, G., Saha,

Journal:

Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment

Year:

2019

Language:

english

File:

PDF, 3.96 MB

english, 2019

6

Bayesian Optimisation for Adaptive Experimental Design: A review

Greenhill, Stewart, Rana, Santu, Gupta, Sunil, Vellanki, Pratibha, Venkatesh, Svetha

Journal:

Year:

2020

File:

PDF, 1.21 MB

2020

7

Fast hyperparameter tuning using Bayesian optimization with directional derivatives

Joy, Tinu Theckel, Rana, Santu, Gupta, Sunil, Venkatesh, Svetha

Journal:

Knowledge-Based Systems

Year:

2020

File:

PDF, 886 KB

2020

8

[IEEE 2013 IEEE International Conference on Multimedia and Expo (ICME) - San Jose, CA, USA (2013.07.15-2013.07.19)] 2013 IEEE International Conference on Multimedia and Expo (ICME) - Exploiting side information in distance dependent Chinese restaurant processes for data clustering

Cheng Li,, Dinh Phung,, Rana, Santu, Venkatesh, Svetha

Year:

2013

Language:

english

File:

PDF, 355 KB

english, 2013

9

Data clustering using side information dependent Chinese restaurant processes

Li, Cheng, Rana, Santu, Phung, Dinh, Venkatesh, Svetha

Journal:

Knowledge and Information Systems

Year:

2016

Language:

english

File:

PDF, 1.48 MB

english, 2016

10

A framework for feature extraction from hospital medical data with applications in risk prediction

Tran, Truyen, Luo, Wei, Phung, Dinh, Gupta, Sunil, Rana, Santu, Kennedy, Richard, Larkins, Ann, Venkatesh, Svetha

Journal:

BMC Bioinformatics

Year:

2014

Language:

english

File:

PDF, 1.02 MB

english, 2014

11

[ACM Press the Eighth Indian Conference - Mumbai, India (2012.12.16-2012.12.19)] Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing - ICVGIP '12 - Large-scale statistical modeling of motion patterns

Rana, Santu, Phung, Dinh, Pham, Sonny, Venkatesh, Svetha

Year:

2012

Language:

english

File:

PDF, 902 KB

english, 2012

12

[IEEE 2014 22nd International Conference on Pattern Recognition (ICPR) - Stockholm, Sweden (2014.8.24-2014.8.28)] 2014 22nd International Conference on Pattern Recognition - Regularizing Topic Discovery in EMRs with Side Information by Using Hierarchical Bayesian Models

Li, Cheng, Rana, Santu, Phung, Dinh, Venkatesh, Svetha

Year:

2014

Language:

english

File:

PDF, 338 KB

english, 2014

13

A new transfer learning framework with application to model-agnostic multi-task learning

Gupta, Sunil, Rana, Santu, Saha, Budhaditya, Phung, Dinh, Venkatesh, Svetha

Journal:

Knowledge and Information Systems

Year:

2016

Language:

english

File:

PDF, 1.73 MB

english, 2016

14

[IEEE 2015 IEEE International Conference on Data Mining (ICDM) - Atlantic City, NJ, USA (2015.11.14-2015.11.17)] 2015 IEEE International Conference on Data Mining - Differentially Private Random Forest with High Utility

Rana, Santu, Gupta, Sunil Kumar, Venkatesh, Svetha

Year:

2015

Language:

english

File:

PDF, 177 KB

english, 2015

15

Hierarchical Bayesian nonparametric models for knowledge discovery from electronic medical records

Li, Cheng, Rana, Santu, Phung, Dinh, Venkatesh, Svetha

Journal:

Knowledge-Based Systems

Year:

2016

Language:

english

File:

PDF, 2.94 MB

english, 2016

16

A predictive framework for modeling healthcare data with evolving clinical interventions

Rana, Santu, Gupta, Sunil, Phung, Dinh, Venkatesh, Svetha

Journal:

Statistical Analysis and Data Mining

Year:

2015

Language:

english

File:

PDF, 791 KB

english, 2015

17

Dirichlet Process Mixture Models with Pairwise Constraints for Data Clustering

Li, Cheng, Rana, Santu, Phung, Dinh, Venkatesh, Svetha

Journal:

Annals of Data Science

Year:

2016

Language:

english

File:

PDF, 1.36 MB

english, 2016

18

[IEEE 2016 IEEE 16th International Conference on Data Mining (ICDM) - Barcelona, Spain (2016.12.12-2016.12.15)] 2016 IEEE 16th International Conference on Data Mining (ICDM) - Budgeted Batch Bayesian Optimization

Nguyen, Vu, Rana, Santu, Gupta, Sunil K, Li, Cheng, Venkatesh, Svetha

Year:

2016

Language:

english

File:

PDF, 542 KB

english, 2016

19

[IEEE 2016 23rd International Conference on Pattern Recognition (ICPR) - Cancun (2016.12.4-2016.12.8)] 2016 23rd International Conference on Pattern Recognition (ICPR) - Multiple adverse effects prediction in longitudinal cancer treatment

Li, Cheng, Gupta, Sunil, Rana, Santu, Vu Nguyen,, Venkatesh, Svetha, Ashley, David, Livingston, Trish

Year:

2016

Language:

english

File:

PDF, 990 KB

english, 2016

20

Rapid Bayesian optimisation for synthesis of short polymer fiber materials

Li, Cheng, Rubín de Celis Leal, David, Rana, Santu, Gupta, Sunil, Sutti, Alessandra, Greenhill, Stewart, Slezak, Teo, Height, Murray, Venkatesh, Svetha

Journal:

Scientific Reports

Year:

2017

Language:

english

File:

PDF, 2.91 MB

english, 2017

21

Predicting unplanned readmission after myocardial infarction from routinely collected administrative hospital data

Rana, Santu, Tran, Truyen, Luo, Wei, Phung, Dinh, Kennedy, Richard L., Venkatesh, Svetha

Journal:

Australian Health Review

Year:

2014

Language:

english

File:

PDF, 250 KB

english, 2014

22

Stable Bayesian optimization

Nguyen, Thanh Dai, Gupta, Sunil, Rana, Santu, Venkatesh, Svetha

Journal:

International Journal of Data Science and Analytics

Year:

2018

Language:

english

File:

PDF, 1.42 MB

english, 2018

23

Is Demography Destiny? Application of Machine Learning Techniques to Accurately Predict Population Health Outcomes from a Minimal Demographic Dataset

Luo, Wei, Nguyen, Thin, Nichols, Melanie, Tran, Truyen, Rana, Santu, Gupta, Sunil, Phung, Dinh, Venkatesh, Svetha, Allender, Steve, Dowd, Jennifer Beam

Journal:

Year:

2015

Language:

english

File:

PDF, 1.45 MB

english, 2015

24

New Bayesian-Optimization-Based Design of High-Strength 7xxx-Series Alloys from Recycled Aluminum

Vahid, Alireza, Rana, Santu, Gupta, Sunil, Vellanki, Pratibha, Venkatesh, Svetha, Dorin, Thomas

Journal:

Year:

2018

Language:

english

File:

PDF, 1.04 MB

english, 2018

25

Filtering Bayesian optimization approach in weakly specified search space

Nguyen, Vu, Gupta, Sunil, Rana, Santu, Li, Cheng, Venkatesh, Svetha

Journal:

Knowledge and Information Systems

Year:

2018

Language:

english

File:

PDF, 1.99 MB

english, 2018

26

A flexible transfer learning framework for Bayesian optimization with convergence guarantee

Theckel Joy, Tinu, Rana, Santu, Gupta, Sunil, Venkatesh, Svetha

Journal:

Expert Systems with Applications

Year:

2019

Language:

english

File:

PDF, 3.02 MB

english, 2019

27

[IEEE 2018 IEEE International Conference on Data Mining (ICDM) - Singapore, Singapore (2018.11.17-2018.11.20)] 2018 IEEE International Conference on Data Mining (ICDM) - Accelerating Experimental Design by Incorporating Experimenter Hunches

Li, Cheng, Santu, Rana, Gupta, Sunil, Nguyen, Vu, Venkatesh, Svetha, Sutti, Alessandra, De Celis Leal, David Rubin, Slezak, Teo, Height, Murray, Mohammed, Mazher, Gibson, Ian

Year:

2018

Language:

english

File:

PDF, 4.57 MB

english, 2018

28

[IEEE 2018 IEEE International Conference on Data Mining (ICDM) - Singapore, Singapore (2018.11.17-2018.11.20)] 2018 IEEE International Conference on Data Mining (ICDM) - Differentially Private Prescriptive Analytics

Harikumar, Haripriya, Rana, Santu, Gupta, Sunil, Nguyen, Thin, Kaimal, Ramachandra, Venkatesh, Svetha

Year:

2018

Language:

english

File:

PDF, 195 KB

english, 2018

29

[IEEE 2018 24th International Conference on Pattern Recognition (ICPR) - Beijing (2018.8.20-2018.8.24)] 2018 24th International Conference on Pattern Recognition (ICPR) - Expected Hypervolume Improvement with Constraints

Abdolshah, Majid, Shilton, Alistair, Rana, Santu, Gupta, Sunil, Venkatesh, Svetha

Year:

2018

Language:

english

File:

PDF, 8 KB

english, 2018

30

Batch Bayesian optimization using multi-scale search

Joy, Tinu Theckel, Rana, Santu, Gupta, Sunil, Venkatesh, Svetha

Journal:

Knowledge-Based Systems

Year:

2019

Language:

english

File:

PDF, 2.60 MB

english, 2019

31

Optimizing a High-Entropy System: Software-Assisted Development of Highly Hydrophobic Surfaces using an Amphiphilic Polymer

Subianto, Surya, Li, Cheng, Rubin de Celis Leal, David, Rana, Santu, Gupta, Sunil, He, Rongliang, Venkatesh, Svetha, Sutti, Alessandra

Journal:

Year:

2019

Language:

english

File:

PDF, 11.62 MB

english, 2019

32

Efficient Bayesian Function Optimization of Evolving Material Manufacturing Processes

Rubín de Celis Leal, David, Nguyen, Dang, Vellanki, Pratibha, Li, Cheng, Rana, Santu, Thompson, Nathan, Gupta, Sunil, Pringle, Keiran, Subianto, Surya, Venkatesh, Svetha, Slezak, Teo, Height, Murray,

Journal:

Year:

2019

Language:

english

File:

PDF, 3.45 MB

english, 2019

33

Efficient Bayesian Function Optimization of Evolving Material Manufacturing Processes

Rubín de Celis Leal, David, Nguyen, Dang, Vellanki, Pratibha, Li, Cheng, Rana, Santu, Thompson, Nathan, Gupta, Sunil, Pringle, Keiran, Subianto, Surya, Venkatesh, Svetha, Slezak, Teo, Height, Murray,

Journal:

Year:

2019

File:

PDF, 3.45 MB

2019

34

Bayesian optimisation in unknown bounded search domains

Berk, Julian, Gupta, Sunil, Rana, Santu, Nguyen, Vu, Venkatesh, Svetha

Journal:

Knowledge-Based Systems

Year:

2020

File:

PDF, 2.15 MB

2020

35

[IEEE 2019 IEEE International Conference on Data Mining (ICDM) - Beijing, China (2019.11.8-2019.11.11)] 2019 IEEE International Conference on Data Mining (ICDM) - Efficient Bayesian Optimization for Uncertainty Reduction Over Perceived Optima Locations

Nguyen, Vu, Gupta, Sunil, Rana, Santu, Thai, My, Li, Cheng, Venkatesh, Svetha

Year:

2019

File:

PDF, 7.62 MB

2019

36

Improving the Tensile Properties of Wet Spun Silk Fibers Using Rapid Bayesian Algorithm

Yao, Ya, Allardyce, Benjamin James, Rajkhowa, Rangam, Hegh, Dylan, Sutti, Alessandra, Subianto, Surya, Gupta, Sunil, Rana, Santu, Greenhill, S., Venkatesh, Svetha, Wang, Xungai, Razal, Joselito M.

Journal:

ACS Biomaterials Science & Engineering

Year:

2020

File:

PDF, 1.22 MB

2020

37

Incorporating expert prior in Bayesian optimisation via space warping

Ramachandran, Anil, Gupta, Sunil, Rana, Santu, Li, Cheng, Venkatesh, Svetha

Journal:

Knowledge-Based Systems

Year:

2020

File:

PDF, 1.41 MB

2020

38

[IEEE 2020 International Joint Conference on Neural Networks (IJCNN) - Glasgow, United Kingdom (2020.7.19-2020.7.24)] 2020 International Joint Conference on Neural Networks (IJCNN) - Learning Transferable Domain Priors for Safe Exploration in Reinforcement Learning

Karimpanal, Thommen George, Rana, Santu, Gupta, Sunil, Tran, Truyen, Venkatesh, Svetha

Year:

2020

File:

PDF, 1.89 MB

2020

39

Coupling machine learning with 3D bioprinting to fast track optimisation of extrusion printing

Ruberu, Kalani, Senadeera, Manisha, Rana, Santu, Gupta, Sunil, Chung, Johnson, Yue, Zhilian, Venkatesh, Svetha, Wallace, Gordon

Journal:

Applied Materials Today

Year:

2021

File:

PDF, 2.16 MB

2021

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