Ankit Patel
Ankit Patel
Assistant Professor, Baylor College of Medicine, Rice University
Verified email at - Homepage
Cited by
Cited by
Firefly-inspired sensor network synchronicity with realistic radio effects
G Werner-Allen, G Tewari, A Patel, M Welsh, R Nagpal
Proceedings of the 3rd international conference on Embedded networked sensor …, 2005
The emergence of geometric order in proliferating metazoan epithelia
MC Gibson, AB Patel, R Nagpal, N Perrimon
Nature 442 (7106), 1038-1041, 2006
DESYNC: self-organizing desynchronization and TDMA on wireless sensor networks
J Degesys, I Rose, A Patel, R Nagpal
Proceedings of the 6th international conference on Information processing in …, 2007
A deep learning approach to structured signal recovery
A Mousavi, AB Patel, RG Baraniuk
2015 53rd annual allerton conference on communication, control, and …, 2015
Training neural networks without gradients: A scalable admm approach
G Taylor, R Burmeister, Z Xu, B Singh, A Patel, T Goldstein
International conference on machine learning, 2722-2731, 2016
A Probabilistic Theory of Deep Learning
AB Patel, T Nguyen, RG Baraniuk, 2015
Desynchronization: The theory of self-organizing algorithms for round-robin scheduling
A Patel, J Degesys, R Nagpal
First International Conference on Self-Adaptive and Self-Organizing Systems …, 2007
A probabilistic framework for deep learning
AB Patel, T Nguyen, RG Baraniuk
arXiv preprint arXiv:1612.01936, 2016
Modeling and inferring cleavage patterns in proliferating epithelia
AB Patel, WT Gibson, MC Gibson, R Nagpal
PLoS Comput Biol 5 (6), e1000412, 2009
A theoretical explanation for perplexing behaviors of backpropagation-based visualizations
W Nie, Y Zhang, A Patel
International Conference on Machine Learning, 3809-3818, 2018
Relgan: Relational generative adversarial networks for text generation
W Nie, N Narodytska, A Patel
International conference on learning representations, 2018
Epithelial topology
R Nagpal, A Patel, MC Gibson
BioEssays 30 (3), 260-266, 2008
Automated compilation of probabilistic task description into executable neural network specification
AB Patel, RG Baraniuk
US Patent 10,846,589, 2020
Self-organizing desynchronization and TDMA on wireless sensor networks
J Degesys, I Rose, A Patel, R Nagpal
Workshop on Bio-Inspired Design of Networks, 192-203, 2007
Towards a better understanding and regularization of GAN training dynamics
W Nie, AB Patel
Uncertainty in Artificial Intelligence, 281-291, 2020
Deep learning-enhanced variational Monte Carlo method for quantum many-body physics
L Yang, Z Leng, G Yu, A Patel, WJ Hu, H Pu
Physical Review Research 2 (1), 012039, 2020
Semi-supervised learning with the deep rendering mixture model
T Nguyen, W Liu, E Perez, RG Baraniuk, AB Patel
arXiv preprint arXiv:1612.01942, 2016
Neural rendering model: Joint generation and prediction for semi-supervised learning
N Ho, T Nguyen, A Patel, A Anandkumar, MI Jordan, RG Baraniuk
arXiv, 2018
Semi-supervised stylegan for disentanglement learning
W Nie, T Karras, A Garg, S Debnath, A Patney, A Patel, A Anandkumar
International Conference on Machine Learning, 7360-7369, 2020
Adversarial Attacks on Machine Learning Systems for High-Frequency Trading
M Goldblum, A Schwarzschild, N Cohen, T Balch, AB Patel, T Goldstein
arXiv preprint arXiv:2002.09565, 2020
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