Publications

Google Scholar Profile

2016

Tan Nguyen, Richard Baraniuk, Ankit Patel (2016). Semi-Supervised Learning with the Deep Rendering Mixture Model. Submitted. ArXiV pdf
Ankit Patel, Tan Nguyen, Richard Baraniuk (2016). A Probabilistic Framework for Deep Learning. To appear at NIPS 2016, Barcelona, Spain. pdf NIPS
Gavin Taylor, Ryan Burmeister, Zheng Xu, Bharat Singh, Ankit Patel, Tom Goldstein (2016). Training Neural Networks without Gradients: A Scalable ADMM Approach. To appear at ICML 2016, New York City USA. ArXiV
A. Patel, T. Nguyen, and R. G. Baraniuk(2016). A Probabilistic Theory of Deep Learning. Cosyne Abstracts 2016, Salt Lake City USA.

2015

A.Mousavi, A. Patel, and R. G. Baraniuk(2015). A Deep Learning Approach to Structured Signal Recovery. 53rd Annual Allerton Conference on Communication, Control, and Computing, Sept 29-Oct 2, 2015, Allerton Park and Retreat Center, Monticello, IL, USA.
A. PatelT. Nguyen, and R. G. BaraniukA Probabilistic Theory of Deep Learning. No. 2015-1: Rice University, Department of Electrical and Computer Engineering, Mar. 15, 2015. arXiv

2008-2012

All research during this period was proprietary.

2003 – 2007

The Emergence of Geometric Order in Proliferating Metazoan Epithelia. Ankit Patel, Matthew Gibson, Radhika Nagpal, Norbert Perrimon. Nature 42, pp. 1038-1041. Aug 31, 2006.
Desynchronization: A self-organizing algorithm for desynchronization and periodic resource scheduling. Ankit Patel, Julius Degesys, Radhika Nagpal. IEEE International Conference on Self-Adaptive and Self-Organizing Systems, July 2007.
DESYNC: Self-organizing Desynchronization and TDMA on Wireless Sensor NetworksJulius Degesys, Ian Rose, Ankit Patel, Radhika Nagpal. International Conference on Information Processing in Sensor Networks, April 2007.
Firefly-Inspired Sensor Network Synchronicity with Realistic Radio Effects. Geoff Werner-Allen, Geetika Tewari, Ankit Patel, Matt Welsh, Radhika Nagpal. In the ACM Conference on Embedded Networked Sensor Systems (SenSys’05), November 2005.
Determining the Optimal Time for Feature Aided Track Correlation Between Two Radars, [U]. Ankit Patel, Matthew Smith, Keh-Ping Dunn. In Conference on Missile Defense: Sensors, Environments, Architectures, November 2003.
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