Akshay Rangamani

23 papers A* 1B 3Misc 4Journal 11Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Deep Neural Regression Collapse. CoRR Akshay Rangamani, Altay Unal
2025	Misc	`conf`	Low Rank and Sparse Fourier Structure in Recurrent Networks Trained on Modular Addition. ICASSP Akshay Rangamani
2025	J	`jnl`	Low Rank and Sparse Fourier Structure in Recurrent Networks Trained on Modular Addition. CoRR Akshay Rangamani
2025	B	`conf`	On Generalization Bounds for Neural Networks with Low Rank Layers. ALT Andrea Pinto, Akshay Rangamani, Tomaso A. Poggio
2024	J	`jnl`	On Generalization Bounds for Neural Networks with Low Rank Layers. CoRR Andrea Pinto, Akshay Rangamani, Tomaso A. Poggio
2023	A*	`conf`	Feature learning in deep classifiers through Intermediate Neural Collapse. ICML Akshay Rangamani, Marius Lindegaard, Tomer Galanti, Tomaso A. Poggio
2022	Misc	`conf`	Neural Collapse in Deep Homogeneous Classifiers and The Role of Weight Decay. ICASSP Akshay Rangamani, Andrzej Banburski-Fahey
2021	Misc	`conf`	A Scale Invariant Measure of Flatness for Deep Network Minima. ICASSP Akshay Rangamani, Nam H. Nguyen, Abhishek Kumar, Dzung T. Phan, Sang (Peter) Chin, Trac D. Tran
2021	—	`conf`	Neural-Guided, Bidirectional Program Search for Abstraction and Reasoning. COMPLEX NETWORKS Simon Alford, Anshula Gandhi, Akshay Rangamani, Andrzej Banburski, Tony Wang, Sylee Dandekar, John Chin, Tomaso A. Poggio, Peter Chin
2021	J	`jnl`	Neural-guided, Bidirectional Program Search for Abstraction and Reasoning. CoRR Simon Alford, Anshula Gandhi, Akshay Rangamani, Andrzej Banburski, Tony Wang, Sylee Dandekar, John Chin, Tomaso A. Poggio, Peter Chin
2020	J	`jnl`	Detection and Confirmation of Multiple Human Targets Using Pixel-Wise Code Aperture Measurements. J. Imaging Chiman Kwan, David Gribben, Akshay Rangamani, Trac D. Tran, Jack Zhang, Ralph Etienne-Cummings
2020	J	`jnl`	For interpolating kernel machines, the minimum norm ERM solution is the most stable. CoRR Akshay Rangamani, Lorenzo Rosasco, Tomaso A. Poggio
2019	J	`jnl`	A Scale Invariant Flatness Measure for Deep Network Minima. CoRR Akshay Rangamani, Nam H. Nguyen, Abhishek Kumar, Dzung T. Phan, Sang H. Chin, Trac D. Tran
2019	J	`jnl`	Deep Learning-Based Target Tracking and Classification for Low Quality Videos Using Coded Aperture Cameras. Sensors Chiman Kwan, Bryan Chou, Jonathan Yang, Akshay Rangamani, Trac D. Tran, Jack Zhang, Ralph Etienne-Cummings
2019	J	`jnl`	Target tracking and classification using compressive sensing camera for SWIR videos. Signal Image Video Process. Chiman Kwan, Bryan Chou, Jonathan Yang, Akshay Rangamani, Trac D. Tran, Jack Zhang, Ralph Etienne-Cummings
2018	Misc	`conf`	A Greedy Pursuit Algorithm for Separating Signals from Nonlinear Compressive Observations. ICASSP Sang (Peter) Chin, Trac D. Tran, Dung N. Tran, Akshay Rangamani
2018	J	`jnl`	Automated software vulnerability detection with machine learning. CoRR Jacob A. Harer, Louis Y. Kim, Rebecca L. Russell, Onur Ozdemir, Leonard R. Kosta, Akshay Rangamani, Lei H. Hamilton, Gabriel I. Centeno, Jonathan R. Key, Paul M. Ellingwood, Marc W. McConley, Jeffrey M. Opper, Peter Chin, Tomo Lazovich
2018	—	`conf`	ChieF: A Change Pattern based Interpretable Failure Analyzer. IEEE BigData Dhaval Patel, Lam M. Nguyen, Akshay Rangamani, Shrey Shrivastava, Jayant Kalagnanam
2018	—	`conf`	Reconstruction-Free Deep Convolutional Neural Networks for Partially Observed Images. GlobalSIP Arun Asokan Nair, Luoluo Liu, Akshay Rangamani, Peter Chin, Muyinatu A. Lediju Bell, Trac D. Tran
2018	B	`conf`	Sparse Coding and Autoencoders. ISIT Akshay Rangamani, Anirbit Mukherjee, Amitabh Basu, Ashish Arora, Tejaswini Ganapathi, Sang (Peter) Chin, Trac D. Tran
2017	J	`jnl`	Critical Points Of An Autoencoder Can Provably Recover Sparsely Used Overcomplete Dictionaries. CoRR Akshay Rangamani, Anirbit Mukherjee, Ashish Arora, Tejaswini Ganapathy, Amitabh Basu, Sang (Peter) Chin, Trac D. Tran
2016	—	`conf`	Predicting local field potentials with recurrent neural networks. EMBC Louis Y. Kim, Jacob Harer, Akshay Rangamani, James Moran, Philip D. Parks, Alik Widge, Emad N. Eskandar, Darin D. Dougherty, Sang (Peter) Chin
2015	B	`conf`	Targeted Dot Product Representation for Friend Recommendation in Online Social Networks. ASONAM Minh D. Dao, Akshay Rangamani, Sang Peter Chin, Nam P. Nguyen, Trac D. Tran