Haripriya Harikumar

According to our database, Haripriya Harikumar authored at least 14 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Composite Concept Extraction through Backdooring.

Banibrata Ghosh, Haripriya Harikumar, Khoa D. Doan, Svetha Venkatesh, Santu Rana

CoRR, 2024

Revisiting the Dataset Bias Problem from a Statistical Perspective.

Kien Do, Dung Nguyen, Hung Le, Thao Le, Dang Nguyen, Haripriya Harikumar, Truyen Tran, Santu Rana, Svetha Venkatesh

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2022

Prescriptive analytics with differential privacy.

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

Int. J. Data Sci. Anal., 2022

Defense Against Multi-target Trojan Attacks.

Haripriya Harikumar, Santu Rana, Kien Do, Sunil Gupta, Wei Zong, Willy Susilo, Svetha Venkatesh

CoRR, 2022

Momentum Adversarial Distillation: Handling Large Distribution Shifts in Data-Free Knowledge Distillation.

Kien Do, Hung Le, Dung Nguyen, Dang Nguyen, Haripriya Harikumar, Truyen Tran, Santu Rana, Svetha Venkatesh

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Towards Effective and Robust Neural Trojan Defenses via Input Filtering.

Kien Do, Haripriya Harikumar, Hung Le, Dung Nguyen, Truyen Tran, Santu Rana, Dang Nguyen, Willy Susilo, Svetha Venkatesh

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

Semantic Host-free Trojan Attack.

Haripriya Harikumar, Kien Do, Santu Rana, Sunil Gupta, Svetha Venkatesh

CoRR, 2021

Personalized single-cell networks: a framework to predict the response of any gene to any drug for any patient.

Haripriya Harikumar, Thomas P. Quinn, Santu Rana, Sunil Gupta, Svetha Venkatesh

BioData Min., 2021

2020

Scalable Backdoor Detection in Neural Networks.

Haripriya Harikumar, Vuong Le, Santu Rana, Sourangshu Bhattacharya, Sunil Gupta, Svetha Venkatesh

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

2018

Prescriptive Analytics Through Constrained Bayesian Optimization.

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

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Differentially Private Prescriptive Analytics.

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

Proceedings of the IEEE International Conference on Data Mining, 2018

2016

Extracting Key Challenges in Achieving Sobriety Through Shared Subspace Learning.

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

Proceedings of the Advanced Data Mining and Applications - 12th International Conference, 2016

Understanding Behavioral Differences Between Short and Long-Term Drinking Abstainers from Social Media.

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

Proceedings of the Advanced Data Mining and Applications - 12th International Conference, 2016

2014

A high performance hybrid algorithm for text classification.

Prema Nedungadi, Haripriya Harikumar, Maneesha V. Ramesh

Proceedings of the Fifth International Conference on the Applications of Digital Information and Web Technologies, 2014