| Novel adversarial defense techniques for white-box attacks J Van Tuinen, A Ranganath, G Konjevod, M Singhal, R Marcia 2022 21st IEEE International Conference on Machine Learning and Applications …, 2022 | 3 | 2022 |
| Adversarial label-poisoning attacks and defense for general multi-class models based on synthetic reduced nearest neighbor P Tavallali, V Behzadan, A Alizadeh, A Ranganath, M Singhal 2022 IEEE International Conference on Image Processing (ICIP), 3717-3722, 2022 | 3 | 2022 |
| Recurrent nerual imaging: An evolutionary approach for mixed possion-gaussian image denoising A Ranganath, O DeGuchy, F Santiago, M Singhal, R Marcia 2022 21st IEEE International Conference on Machine Learning and Applications …, 2022 | 2 | 2022 |
| Multi-stage gaussian noise reduction with recurrent neural networks A Ranganath, O DeGuchy, M Singhal, RF Marcia 2021 55th Asilomar Conference on Signals, Systems, and Computers, 135-139, 2021 | 1 | 2021 |
| Second-order trust-region optimization for data-limited inference A Ranganath, O DeGuchy, M Singhal, RF Marcia 2021 29th European Signal Processing Conference (EUSIPCO), 2059-2063, 2021 | 1 | 2021 |
| Optimization for machine learning: Memory-efficient and tractible solutions to large-scale non-convex systems A Ranganath University of California, Merced, 2023 | | 2023 |
| A Novel Approach for Synthetic Reduced Nearest-Neighbor Leveraging Neural Networks A Alizadeh, P Tavallali, V Behzadan, A Ranganath, M Singhal 2022 21st IEEE International Conference on Machine Learning and Applications …, 2022 | | 2022 |
| Interpretability of ReLU for Inversion B Ilan, A Ranganath, J Alvarez, S Khatri, R Marcia 2022 21st IEEE International Conference on Machine Learning and Applications …, 2022 | | 2022 |
| Stochastic Induction of Decision Trees with Application to Learning Haar Trees A Alizadeh, M Singhal, V Behzadan, P Tavallali, A Ranganath 2022 21st IEEE International Conference on Machine Learning and Applications …, 2022 | | 2022 |
Mukesh SinghalUniversity of California, MercedVerified email at ucmerced.edu
