متابعة
Akshay Rangamani
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Automated software vulnerability detection with machine learning‏
JA Harer, LY Kim, RL Russell, O Ozdemir, LR Kosta, A Rangamani, ...‏
arXiv preprint arXiv:1803.04497, 2018‏
2442018
Feature learning in deep classifiers through intermediate neural collapse‏
A Rangamani, M Lindegaard, T Galanti, TA Poggio‏
International conference on machine learning, 28729-28745, 2023‏
482023
Dynamics in Deep Classifiers trained with the Square Loss: normalization, low rank, neural collapse and generalization bounds‏
M Xu, A Rangamani, Q Liao, T Galanti, T Poggio‏
Research, 2023‏
43*2023
Deep learning-based target tracking and classification for low quality videos using coded aperture cameras‏
C Kwan, B Chou, J Yang, A Rangamani, T Tran, J Zhang, ...‏
Sensors 19 (17), 3702, 2019‏
372019
A scale invariant flatness measure for deep network minima‏
A Rangamani, NH Nguyen, A Kumar, D Phan, SH Chin, TD Tran‏
arXiv preprint arXiv:1902.02434, 2019‏
36*2019
Real-time and deep learning based vehicle detection and classification using pixel-wise code exposure measurements‏
C Kwan, D Gribben, B Chou, B Budavari, J Larkin, A Rangamani, T Tran, ...‏
Electronics 9 (6), 1014, 2020‏
322020
Sparse coding and autoencoders‏
A Rangamani, A Mukherjee, A Basu, A Arora, T Ganapathi, S Chin, ...‏
2018 IEEE International Symposium on Information Theory (ISIT), 36-40, 2018‏
30*2018
Target tracking and classification using compressive measurements of MWIR and LWIR coded aperture cameras‏
C Kwan, B Chou, J Yang, A Rangamani, T Tran, J Zhang, ...‏
Journal of Signal and Information Processing 10 (3), 73-95, 2019‏
262019
Neural collapse in deep homogeneous classifiers and the role of weight decay‏
A Rangamani, A Banburski-Fahey‏
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022‏
252022
Target tracking and classification using compressive sensing camera for SWIR videos‏
C Kwan, B Chou, J Yang, A Rangamani, T Tran, J Zhang, ...‏
Signal, Image and Video Processing 13 (8), 1629-1637, 2019‏
252019
Neural-guided, bidirectional program search for abstraction and reasoning‏
S Alford, A Gandhi, A Rangamani, A Banburski, T Wang, S Dandekar, ...‏
Complex Networks & Their Applications X: Volume 1, Proceedings of the Tenth …, 2022‏
242022
Detection and confirmation of multiple human targets using pixel-wise code aperture measurements‏
C Kwan, D Gribben, A Rangamani, T Tran, J Zhang, R Etienne-Cummings‏
Journal of Imaging 6 (6), 40, 2020‏
192020
Predicting local field potentials with recurrent neural networks‏
L Kim, J Harer, A Rangamani, J Moran, PD Parks, A Widge, E Eskandar, ...‏
2016 38th Annual International Conference of the IEEE Engineering in …, 2016‏
102016
Spectral gap extrapolation and radio frequency interference suppression using 1D UNets‏
AA Nair, A Rangamani, LH Nguyen, MAL Bell, TD Tran‏
2021 IEEE Radar Conference (RadarConf21), 1-6, 2021‏
92021
Automated software vulnerability detection with machine learning. arXiv 2018‏
JA Harer, LY Kim, RL Russell, O Ozdemir, LR Kosta, A Rangamani, ...‏
arXiv preprint arXiv:1803.04497, 0‏
8
For interpolating kernel machines, minimizing the norm of the ERM solution maximizes stability‏
A Rangamani, L Rosasco, T Poggio‏
Analysis and Applications 21 (01), 193-215, 2023‏
72023
Chief: A change pattern based interpretable failure analyzer‏
D Patel, LM Nguyen, A Rangamani, S Shrivastava, J Kalagnanam‏
2018 IEEE International Conference on Big Data (Big Data), 1978-1985, 2018‏
72018
Automated software vulnerability detection with machine learning.(2018)‏
JA Harer, LY Kim, RL Russell, O Ozdemir, LR Kosta, A Rangamani, ...‏
arXiv preprint cs.SE/1803.04497, 2018‏
72018
Automated software vulnerability detection with machine learning. CoRR abs/1803.04497 (2018)‏
JA Harer, LY Kim, RL Russell, O Ozdemir, LR Kosta, A Rangamani, ...‏
71803
For interpolating kernel machines, minimizing the norm of the erm solution minimizes stability‏
A Rangamani, L Rosasco, T Poggio‏
arXiv preprint arXiv:2006.15522, 2020‏
62020
يتعذر على النظام إجراء العملية في الوقت الحالي. عاود المحاولة لاحقًا.
مقالات 1–20