Gagandeep Singh
Chandigarh University(IN)University of Illinois Urbana-Champaign(US)Oregon Health & Science University(US)Cornell University(US)Goa Medical College(IN)Columbia University Irving Medical Center(US)GNA University(IN)McGill University(CA)
Publications by Year
Research Areas
Adversarial Robustness in Machine Learning, Advanced Neural Network Applications, Explainable Artificial Intelligence (XAI), Parallel Computing and Optimization Techniques, Formal Methods in Verification
Most-Cited Works
- → An abstract domain for certifying neural networks(2019)589 cited
- → Modified artificial bee colony based computationally efficient multilevel thresholding for satellite image segmentation using Kapur’s, Otsu and Tsallis functions(2014)337 cited
- Fast and Effective Robustness Certification(2018)
- Boosting Robustness Certification of Neural Networks.(2019)
- → An efficient method for multilevel color image thresholding using cuckoo search algorithm based on minimum cross entropy(2017)93 cited
- → Fast polyhedra abstract domain(2016)84 cited
- Beyond the Single Neuron Convex Barrier for Neural Network Certification(2019)
- → Swarm intelligence optimized piecewise gamma corrected histogram equalization for dark image enhancement(2017)78 cited