Mukesh Singhal
University of California, Merced
H-index: 57
North America-United States
Top articles of Mukesh Singhal
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Correction: K-means tree: an optimal clustering tree for unsupervised learning | The Journal of Supercomputing | Pooya Tavallali Peyman Tavallali Mukesh Singhal | 2023/11/16 |
Towards a Domain-Agnostic Knowledge Graph-as-a-Service Infrastructure for Active Cyber Defense with Intelligent Agents | Prasad Calyam Mayank Kejriwal Praveen Rao Jianlin Cheng Weichao Wang | 2023/9/1 | |
Adversarial label-poisoning attacks and defense for general multi-class models based on synthetic reduced nearest neighbor | Pooya Tavallali Vahid Behzadan Azar Alizadeh Aditya Ranganath Mukesh Singhal | 2022/10/16 | |
Recurrent nerual imaging: An evolutionary approach for mixed possion-gaussian image denoising | Aditya Ranganath Omar DeGuchy Fabian Santiago Mukesh Singhal Roummel Marcia | 2022/12/12 | |
Defense-CycleGAN: A defense mechanism against adversarial attacks using CycleGAN to reconstruct clean images | Zhixun He Mukesh Singhal | 2022/7/22 | |
A Novel Approach for Synthetic Reduced Nearest-Neighbor Leveraging Neural Networks | Azar Alizadeh Pooya Tavallali Vahid Behzadan Aditya Ranganath Mukesh Singhal | 2022/12/12 | |
Towards energy-fairness in LoRa networks | IEEE Transactions on Mobile Computing | Zhiwei Zhao Weifeng Gao Wan Du Geyong Min Wenliang Mao | 2022/4/27 |
Novel adversarial defense techniques for white-box attacks | Jason Van Tuinen Aditya Ranganath Goran Konjevod Mukesh Singhal Roummel Marcia | 2022/12/12 | |
Flex: a platform for scalable service placement in multi-fog and multi-cloud environments | Pedram Farzin Sadoon Azizi Mohammad Shojafar Omer Rana Mukesh Singhal | 2022/2/14 | |
Stochastic Induction of Decision Trees with Application to Learning Haar Trees | Azar Alizadeh Mukesh Singhal Vahid Behzadan Pooya Tavallali Aditya Ranganath | 2022/12/12 | |
An EM-based optimization of synthetic reduced nearest neighbor model towards multiple modalities representation with human interpretability | Multimedia Tools and Applications | Pooya Tavallali Peyman Tavallali Mohammad R Khosravi Mukesh Singhal | 2022/12/1 |
Adversarial Poisoning Attacks and Defense for General Multi-Class Models Based On Synthetic Reduced Nearest Neighbors | arXiv preprint arXiv:2102.05867 | Pooya Tavallali Vahid Behzadan Peyman Tavallali Mukesh Singhal | 2021/2/11 |
L-SR1 Adaptive Regularization by Cubics for Deep Learning | Aditya Ranganath Mukesh Singhal Roummel Marcia | 2021/10/6 | |
Nitrogen dioxide and asthma emergency department visits in California, USA during cold season (November to February) of 2005 to 2015: a time-stratified case-crossover analysis | Science of The Total Environment | Ricardo Cisneros Hamed Gharibi Marcela R Entwistle Pooya Tavallali Mukesh Singhal | 2020 |
Synthetic Reduced Nearest Neighbor Model for Regression | Pooya Tavallali Vahid Behzadan Mukesh Singhal | 2021/10/6 | |
Survey on recent active learning methods for deep learning | Azar Alizadeh Pooya Tavallali Mohammad R Khosravi Mukesh Singhal | 2021 | |
Second-order trust-region optimization for data-limited inference | Aditya Ranganath Omar DeGuchy Mukesh Singhal Roummel F Marcia | 2021/8/23 | |
Adversarial defense through high frequency loss variational autoencoder decoder and bayesian update with collective voting | Zhixun He Mukesh Singhal | 2021/7/25 | |
Multi-stage gaussian noise reduction with recurrent neural networks | Aditya Ranganath Omar DeGuchy Mukesh Singhal Roummel F Marcia | 2021/10/31 | |
K-means tree: an optimal clustering tree for unsupervised learning | The Journal of Supercomputing | Pooya Tavallali Peyman Tavallali Mukesh Singhal | 2021/5 |
