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Nikhil Mehta
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Stochastic blockmodels meet graph neural networks
N Mehta, L Carin, P Rai
International Conference on Machine Learning (ICML), 2019
622019
Counterfactual representation learning with balancing weights
S Assaad, S Zeng, C Tao, S Datta, N Mehta, R Henao, F Li, L Carin
International Conference on Artificial Intelligence and Statistics, 1972-1980, 2021
302021
Efficient feature transformations for discriminative and generative continual learning
VK Verma, KJ Liang, N Mehta, P Rai, L Carin
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
192021
Continual learning using a Bayesian nonparametric dictionary of weight factors
N Mehta, K Liang, VK Verma, L Carin
International Conference on Artificial Intelligence and Statistics, 100-108, 2021
18*2021
Survival cluster analysis
P Chapfuwa, C Li, N Mehta, L Carin, R Henao
ACM Conference on Health, Inference, and Learning (CHIL), 2020
182020
Graph Representation Learning via Ladder Gamma Variational Autoencoders
A Sarkar, N Mehta, P Rai
Association for the Advancement of Artificial Intelligence (AAAI), 2020
152020
Waffle: Weight anonymized factorization for federated learning
W Hao, N Mehta, KJ Liang, P Cheng, M El-Khamy, L Carin
IEEE Access 10, 49207-49218, 2022
62022
Deep topic models for multi-label learning
R Panda, A Pensia, N Mehta, M Zhou, P Rai
The 22nd International Conference on AISTATS, 2849-2857, 2019
42019
Meta-learned attribute self-gating for continual generalized zero-shot learning
VK Verma, K Liang, N Mehta, L Carin
arXiv preprint arXiv:2102.11856, 2021
32021
Tackling Fake News Detection by Continually Improving Social Context Representations using Graph Neural Networks
N Mehta, ML Pacheco, D Goldwasser
Proceedings of the 60th Annual Meeting of the Association for Computational …, 2022
12022
Pushing the Efficiency Limit Using Structured Sparse Convolutions
VK Verma, N Mehta, S Si, R Henao, L Carin
arXiv preprint arXiv:2210.12818, 2022
2022
Pseudo-OOD training for robust language models
D Sundararaman, N Mehta, L Carin
arXiv preprint arXiv:2210.09132, 2022
2022
A Two-Step Machine Learning Approach for Crop Disease Detection Using GAN and UAV Technology
A Prasad, N Mehta, M Horak, WD Bae
Remote Sensing 14 (19), 4765, 2022
2022
System and method for federated learning using weight anonymized factorization
M El-Khamy, J Lee, HAO Weituo, L Carin, N Mehta, KJ Liang
US Patent App. 17/148,557, 2021
2021
Advice-Driven Learning: A Blocks-World and Fake News Detection Approach
N Mehta
Purdue University Graduate School, 2020
2020
Estimation and Sampling of Unnormalized Statistical Models with Stein Score Matching
J Liu, N Mehta, C Tao, L Carin
ICML Workshop on Stein's Method for Machine Learning and Statistics, 2019
2019
Robust and Fast 3D Scan Alignment using Mutual Information
N Mehta, JR McBride, G Pandey
2018 IEEE International Conference on Robotics and Automation (ICRA), 3413-3420, 2018
2018
Deep Topic Models for Multi-label Learning Download PDF
R Panda, A Pensia, N Mehta, M Zhou, P Rai
Meta-Learned Attribute Self-Gating for Continual Generalized Zero-Shot Learning Open Website
VK Verma, KJ Liang, N Mehta, L Carin
Efficient Feature Transformations for Discriminative and Generative Continual Learning Open Website
VK Verma, KJ Liang, N Mehta, P Rai, L Carin
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학술자료 1–20