Learning Interpretable Differentiable Logic Networks C Yue, NK Jha arXiv preprint arXiv:2407.04168, 2024 | | 2024 |
METRIK: Measurement-Efficient Randomized Controlled Trials using Transformers with Input Masking S Lala, NK Jha arXiv preprint arXiv:2406.16351, 2024 | | 2024 |
CONFINE: Conformal Prediction for Interpretable Neural Networks L Huang, S Lala, NK Jha arXiv preprint arXiv:2406.00539, 2024 | | 2024 |
DynaMo: Accelerating Language Model Inference with Dynamic Multi-Token Sampling S Tuli, CH Lin, YC Hsu, NK Jha, Y Shen, H Jin arXiv preprint arXiv:2405.00888, 2024 | | 2024 |
System and method for security in internet-of-things and cyber-physical systems based on machine learning T Saha, N Aaraj, NK Jha US Patent 11,973,771, 2024 | 16 | 2024 |
SECRETS: Subject-efficient clinical randomized controlled trials using synthetic intervention S Lala, NK Jha Contemporary Clinical Trials Communications 38, 101265, 2024 | 1 | 2024 |
PAGE: Domain-Incremental Adaptation with Past-Agnostic Generative Replay for Smart Healthcare CH Li, NK Jha arXiv preprint arXiv:2403.08197, 2024 | | 2024 |
Im-promptu: in-context composition from image prompts B Dedhia, M Chang, J Snell, T Griffiths, N Jha Advances in Neural Information Processing Systems 36, 2024 | 1 | 2024 |
CTRL: Clustering training losses for label error detection C Yue, NK Jha IEEE Transactions on Artificial Intelligence, 2024 | 8 | 2024 |
TAD-SIE: Sample Size Estimation for Clinical Randomized Controlled Trials using a Trend-Adaptive Design with a Synthetic-Intervention-Based Estimator S Lala, NK Jha arXiv preprint arXiv:2401.03693, 2024 | | 2024 |
Zero-TPrune: Zero-shot token pruning through leveraging of the attention graph in pre-trained transformers H Wang, B Dedhia, NK Jha Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 7 | 2024 |
System and method for machine learning assisted security analysis of 5g network connected systems T Saha, NK Jha, N Aaraj US Patent App. 18/035,847, 2023 | | 2023 |
SCouT: synthetic counterfactuals via spatiotemporal transformers for actionable healthcare B Dedhia, R Balasubramanian, NK Jha ACM Transactions on Computing for Healthcare 4 (4), 1-28, 2023 | 3 | 2023 |
System and method for graphical reticulated attack vectors for internet of things aggregate security (gravitas) J Brown, T Saha, NK Jha US Patent App. 18/027,765, 2023 | | 2023 |
System and method for energy efficient sensors with compression, artificial intelligence, and security NK Jha US Patent 11,783,060, 2023 | 6 | 2023 |
How magnet: Machine learning framework for modeling power magnetic material characteristics H Li, D Serrano, T Guillod, S Wang, E Dogariu, A Nadler, M Luo, V Bansal, ... IEEE Transactions on Power Electronics, 2023 | 21 | 2023 |
BREATHE: Second-Order Gradients and Heteroscedastic Emulation based Design Space Exploration S Tuli, NK Jha arXiv preprint arXiv:2308.08666, 2023 | | 2023 |
REPAIRS: Gaussian mixture model-based completion and optimization of partially specified systems P Terway, NK Jha ACM Transactions on Embedded Computing Systems 22 (4), 1-36, 2023 | 3 | 2023 |
Why magnet: Quantifying the complexity of modeling power magnetic material characteristics D Serrano, H Li, S Wang, T Guillod, M Luo, V Bansal, NK Jha, Y Chen, ... IEEE Transactions on Power Electronics, 2023 | 33 | 2023 |
System and method for testing for sars-cov-2/covid-19 based on wearable medical sensors and neural networks S Hassantabar, NK Jha US Patent App. 17/923,958, 2023 | | 2023 |