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HARIPRIYA HARIKUMAR
HARIPRIYA HARIKUMAR
Postdoctoral Research Fellow, Applied Artificial Intelligence Institute, Deakin University
Verified email at deakin.edu.au - Homepage
Title
Cited by
Cited by
Year
Momentum Adversarial Distillation: Handling Large Distribution Shifts in Data-Free Knowledge Distillation
K Do, TH Le, D Nguyen, D Nguyen, H Harikumar, T Tran, S Rana, ...
Advances in Neural Information Processing Systems 35, 10055-10067, 2022
142022
Multi label prediction using association rule generation and simple k-means
H Haripriya, CP Prathibhamol, YR Pai, MS Sandeep, AM Sankar, ...
2016 International Conference on Computational Techniques in Information and …, 2016
142016
Identification of predictors and model for predicting prolonged length of stay in dengue patients
M Shahid Ansari, D Jain, H Harikumar, S Rana, S Gupta, S Budhiraja, ...
Health Care Management Science 24, 786-798, 2021
132021
A high performance hybrid algorithm for text classification
P Nedungadi, H Harikumar, M Ramesh
The Fifth International Conference on the Applications of Digital …, 2014
132014
Scalable Backdoor Detection in Neural Networks
S Harikumar, H and Le, Vuong and Rana, Santu and Bhattacharya, S and Gupta ...
ECML PKDD 2020: Joint European Conference on Machine Learning and Knowledge …, 2021
11*2021
Prescriptive analytics through constrained Bayesian optimization
H Harikumar, S Rana, S Gupta, T Nguyen, R Kaimal, S Venkatesh
Advances in Knowledge Discovery and Data Mining: 22nd Pacific-Asia …, 2018
82018
A comparative performance analysis of self organizing maps on weight initializations using different strategies
H Haripriya, R Devisree, D Pooja, P Nedungadi
2015 Fifth International Conference on Advances in Computing and …, 2015
82015
Understanding behavioral differences between short and long-term drinking abstainers from social media
H Harikumar, T Nguyen, S Gupta, S Rana, R Kaimal, S Venkatesh
Advanced Data Mining and Applications: 12th International Conference, ADMA …, 2016
72016
Santu Rana, Sourangshu Bhattacharya, Sunil Gupta, and Svetha Venkatesh. Scalable backdoor detection in neural networks
H Harikumar, V Le
arXiv preprint arXiv:2006.05646 2 (3), 2020
62020
Integrating apriori with paired k-means for cluster fixed mixed data
H Haripriya, S Amrutha, R Veena, P Nedungadi
Proceedings of the Third International Symposium on Women in Computing and …, 2015
62015
Implementation of projected clustering based on SQL queries and UDFs in relational databases
S Harikumar, H Haripriya, MR Kaimal
2013 IEEE Recent Advances in Intelligent Computational Systems (RAICS), 7-12, 2013
62013
Santu Rana, Dang Nguyen, Willy Susilo, and Svetha Venkatesh. Towards effective and robust neural trojan defenses via input filtering
K Do, H Harikumar, H Le
arXiv preprint arXiv:2202.12154 3, 2022
52022
Differentially private prescriptive analytics
H Harikumar, S Rana, S Gupta, T Nguyen, R Kaimal, S Venkatesh
2018 IEEE international conference on data mining (ICDM), 995-1000, 2018
42018
Personalized single-cell networks: a framework to predict the response of any gene to any drug for any patient
S Harikumar, Haripriya and Quinn, Thomas P and Rana, Santu and Gupta, Sunil ...
BioData Mining 14, 1--15, 2021
32021
Extracting key challenges in achieving sobriety through shared subspace learning
H Harikumar, T Nguyen, S Rana, S Gupta, R Kaimal, S Venkatesh
Advanced Data Mining and Applications: 12th International Conference, ADMA …, 2016
32016
Prescriptive analytics with differential privacy
H Harikumar, S Rana, S Gupta, T Nguyen, R Kaimal, S Venkatesh
International Journal of Data Science and Analytics, 1-16, 2022
22022
A random walk down personalized single-cell networks: predicting the response of any gene to any drug for any patient
S Harikumar, Haripriya and Quinn, Thomas P and Rana, Santu and Gupta, Sunil ...
bioRxiv, 2019
22019
Towards Effective and Robust Neural Trojan Defenses via Input Filtering
K Do, H Harikumar, H Le, D Nguyen, T Tran, S Rana, D Nguyen, W Susilo, ...
European Conference on Computer Vision, 283-300, 2022
12022
Defense Against Multi-target Trojan Attacks
H Harikumar, S Rana, K Do, S Gupta, W Zong, W Susilo, S Venkastesh
arXiv preprint arXiv:2207.03895, 2022
12022
Exploiting label dependency and feature similarity for multi-label classification
P Nedungadi, H Haripriya
2014 International Conference on Advances in Computing, Communications and …, 2014
12014
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Articles 1–20