Ankit B. Patel

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Radhika NagpalHarvard UniversityVerified email at eecs.harvard.edu
Richard BaraniukC. Sidney Burrus Professor, Electrical & Computer Engineering, Rice UniversityVerified email at rice.edu
Weili NieNVIDIA ResearchVerified email at nvidia.com
Julius DegesysHarvard UniversityVerified email at eecs.harvard.edu
Matthew GibsonInvestigator, Stowers Institute for Medical ResearchVerified email at stowers.org
Anima AnandkumarCalifornia Institute of Technology and NVIDIAVerified email at caltech.edu
Ian RoseWattchVerified email at wattch.io
Tom GoldsteinVolpi-Cupal Professor of Computer Science, University of MarylandVerified email at cs.umd.edu
Ali MousaviMicrosoftVerified email at microsoft.com
Matt WelshVerified email at mdw.la
Gavin TaylorUS Naval AcademyVerified email at usna.edu
Nina NarodytskaVMware ResearchVerified email at vmware.com
Wen-Jun HuSDSAVerified email at samsung.com
W. Tyler GibsonPostdoctoral scientist at California Institute of Technology (Caltech)Verified email at caltech.edu
Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC BerkeleyVerified email at cs.berkeley.edu
Huaijin ChenAssistant Professor of Computer Science, University of Hawaii ManoaVerified email at hawaii.edu
Ashok VeeraraghavanProfessor, ECE, Rice UniversityVerified email at rice.edu
Nhat HoProfessor at University of Texas, AustinVerified email at utexas.edu
Ethan PerezAnthropic; New York UniversityVerified email at anthropic.com

Ankit B. Patel

Assistant Professor, Baylor College of Medicine, Rice University

Verified email at rice.edu - Homepage

AI for Science & Medicine Deep Machine Learning Computational Neuroscience Biologically Inspired Computing Machine Learning


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A deep learning approach to structured signal recovery A Mousavi, AB Patel, RG Baraniuk 2015 53rd annual allerton conference on communication, control, and …, 2015	559	2015
The emergence of geometric order in proliferating metazoan epithelia MC Gibson, AB Patel, R Nagpal, N Perrimon Nature 442 (7106), 1038-1041, 2006	523	2006
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	492	2005
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	329	2016
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	325	2007
Relgan: Relational generative adversarial networks for text generation W Nie, N Narodytska, A Patel International conference on learning representations, 2018	246	2018
A theoretical explanation for perplexing behaviors of backpropagation-based visualizations W Nie, Y Zhang, A Patel International conference on machine learning, 3809-3818, 2018	181	2018
Comparing machine learning algorithms for predicting ICU admission and mortality in COVID-19 S Subudhi, A Verma, AB Patel, CC Hardin, MJ Khandekar, H Lee, ... NPJ digital medicine 4 (1), 87, 2021	143	2021
Automated compilation of probabilistic task description into executable neural network specification AB Patel, RG Baraniuk US Patent 10,846,589, 2020	115	2020
A Probabilistic Theory of Deep Learning AB Patel, T Nguyen, RG Baraniuk http://xxx.tau.ac.il/abs/1504.00641, 2015	103	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	93	2007
A probabilistic framework for deep learning AB Patel, MT Nguyen, R Baraniuk Advances in neural information processing systems 29, 2016	90	2016
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	82	2020
Modeling and inferring cleavage patterns in proliferating epithelia AB Patel, WT Gibson, MC Gibson, R Nagpal PLoS computational biology 5 (6), e1000412, 2009	70	2009
Bongard-logo: A new benchmark for human-level concept learning and reasoning W Nie, Z Yu, L Mao, AB Patel, Y Zhu, A Anandkumar Advances in Neural Information Processing Systems 33, 16468-16480, 2020	67	2020
Reported sleep patterns in obsessive compulsive disorder (OCD) M Bobdey, N Fineberg, TM Gale, A Patel, HA Davies International Journal of Psychiatry in Clinical Practice 6 (1), 15-21, 2002	55	2002
Towards a better understanding and regularization of GAN training dynamics W Nie, AB Patel Uncertainty in Artificial Intelligence, 281-291, 2020	52	2020
Epithelial topology R Nagpal, A Patel, MC Gibson BioEssays 30 (3), 260-266, 2008	51	2008
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	41	2020
Evaluating the performance of StyleGAN2-ADA on medical images MK Woodland, J Wood, BM Anderson, S Kundu, E Lin, E Koay, B Odisio, ... International Workshop on Simulation and Synthesis in Medical Imaging, 142-153, 2022	35	2022

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