Poisoning attacks and data sanitization mitigations for machine learning models in network intrusion detection systems S Venkatesan, H Sikka, R Izmailov, R Chadha, A Oprea, MJ De Lucia MILCOM 2021-2021 IEEE Military Communications Conference (MILCOM), 874-879, 2021 | 17 | 2021 |
A Closer Look at Disentangling in β-VAE H Sikka, W Zhong, J Yin, C Pehlevant 2019 53rd Asilomar Conference on Signals, Systems, and Computers, 888-895, 2019 | 16 | 2019 |
Informal Learning Communities: The Other Massive Open Online'C' W Hudgins, M Lynch, A Schmal, H Sikka, M Swenson, DA Joyner Proceedings of the Seventh ACM Conference on Learning@ Scale, 91-101, 2020 | 12 | 2020 |
Benchmarking Differentially Private Residual Networks for Medical Imagery S Singh, H Sikka, S Kotti, A Trask arXiv preprint arXiv:2005.13099, 2020 | 11 | 2020 |
Agent Smith: Machine Teaching for Building Question Answering Agents. AK Goel, H Sikka, E Gregori AAAI Spring Symposium: MAKE, 2022 | 6* | 2022 |
Reface: Real-time adversarial attacks on face recognition systems S Hussain, T Huster, C Mesterharm, P Neekhara, K An, M Jere, H Sikka, ... arXiv preprint arXiv:2206.04783, 2022 | 4 | 2022 |
Multimodal modular meta-learning H Sikka, A Tendle, A Kayid OSF, 2020 | 3 | 2020 |
Explanation as Question Answering based on a Task Model of the Agent's Design A Goel, H Sikka, V Nandan, J Lee, M Lisle, S Rugaber arXiv preprint arXiv:2206.05030, 2022 | 2 | 2022 |
A framework for interactive knowledge-aided machine teaching K Taneja, H Sikka, A Goel arXiv preprint arXiv:2204.10357, 2022 | 2 | 2022 |
WeightScale: Interpreting Weight Change in Neural Networks A Manish Agrawal, A Tendle, H Sikka, S Singh arXiv e-prints, arXiv: 2107.07005, 2021 | 2 | 2021 |
Investigating Learning in Deep Neural Networks using Layer-Wise Weight Change A Manish Agrawal, A Tendle, H Sikka, S Singh, A Kayid arXiv e-prints, arXiv: 2011.06735, 2020 | 2* | 2020 |
PIILO: an open-source system for personally identifiable information labeling and obfuscation L Holmes, S Crossley, H Sikka, W Morris Information and Learning Sciences 124 (9/10), 266-284, 2023 | 1 | 2023 |
A Deeper Look at the Unsupervised Learning of Disentangled Representations in β-VAE from the perspective of Core Object Recognition HD Sikka Harvard University, 2020 | 1 | 2020 |
Designing a Communication Bridge between Communities: Participatory Design for a Question-Answering AI Agent J Lee, V Nandan, H Sikka, S Rugaber, A Gole arXiv preprint arXiv:2308.00813, 2023 | | 2023 |
Deidentifying Student Writing with Rules and Transformers L Holmes, SA Crossley, W Morris, H Sikka, A Trumbore International Conference on Artificial Intelligence in Education, 708-713, 2023 | | 2023 |
Human-AI Interaction Design in Machine Teaching K Taneja, H Sikka, A Goel Communication in Human-AI Interaction Workshop @ IJCAI 2022, 2022 | | 2022 |
Combinatorial Analysis of Dimensionality Reduction and Augmentation Approaches on Neural Network Performance H Sikka OSF Preprints, 2022 | | 2022 |
Comprehensive Benchmarking of Classical Machine Learning Algorithms on Tabular Datasets H Sikka OSF Preprints, 2022 | | 2022 |
Who Needs Gradient Descent? An Analysis of Random Optimization Approaches for Neural Network Optimization H Sikka OSF Preprints, 2022 | | 2022 |
Exploring Novel Mixture of Experts Approach to Production Forecasting A Tendle, D Kaul, AM Agrawal, H Sikka OSF Preprints, 2022 | | 2022 |