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Harshvardhan D. Sikka
Harshvardhan D. Sikka
Other namesHarsh Sikka, Harshvardhan Sikka
Research Scientist & Faculty @ Georgia Tech | Head of Manifold Research Group
Verified email at gatech.edu - Homepage
Title
Cited by
Cited by
Year
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
162021
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
162019
Benchmarking Differentially Private Residual Networks for Medical Imagery
S Singh, H Sikka, S Kotti, A Trask
arXiv preprint arXiv:2005.13099, 2020
112020
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
102020
Agent Smith: Machine Teaching for Building Question Answering Agents.
AK Goel, H Sikka, E Gregori
AAAI Spring Symposium: MAKE, 2022
7*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
42022
Multimodal modular meta-learning
H Sikka, A Tendle, A Kayid
OSF, 2020
32020
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
22022
A framework for interactive knowledge-aided machine teaching
K Taneja, H Sikka, A Goel
arXiv preprint arXiv:2204.10357, 2022
22022
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
12023
WeightScale: Interpreting Weight Change in Neural Networks
A Manish Agrawal, A Tendle, H Sikka, S Singh
arXiv e-prints, arXiv: 2107.07005, 2021
12021
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
12020
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
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