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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
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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
172022
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
16*2021
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
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
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
82016
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
72015
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
62022
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
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
42022
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
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
42016
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
32022
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
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
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
Revisiting the Dataset Bias Problem from a Statistical Perspective
K Do, D Nguyen, H Le, T Le, D Nguyen, H Harikumar, T Tran, S Rana, ...
arXiv preprint arXiv:2402.03577, 2024
2024
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