Brian Jalaian

1. Are Graph Neural Networks Miscalibrated?
   2019/05/07 by Leonardo Vilela Teixeira, Teixeira, Leonardo, Brian Jalaian +3 · 2 citations
   Computer Science · #Advanced Graph Neural Networks #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
2. Attribution-driven Causal Analysis for Detection of Adversarial Examples
   2019/03/14 by Susmit Jha, Sunny Raj, Jha, Susmit +13 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. Decentralized Bayesian Learning with Metropolis-Adjusted Hamiltonian Monte Carlo
   2021/07/15 by Vyacheslav Kungurtsev, Kungurtsev, Vyacheslav, Adam D. Cobb +5 · 1 citation
   Computer Science · Mathematics · Neuroscience · #FOS: Computer and information sciences #FOS: Mathematics #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
4. URSABench: Comprehensive Benchmarking of Approximate Bayesian Inference Methods for Deep Neural Networks
   2020/07/08 by Meet P. Vadera, Vadera, Meet P., Adam D. Cobb +5 · 1 citation
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Fault Detection and Control Systems #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
5. Enhancing object detection robustness: A synthetic and natural perturbation approach
   2023/04/20 by Nilantha Premakumara, Premakumara, Nilantha, Brian Jalaian +5 · 1 citation
   Computer Science · Medicine · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
6. A Synergistic Approach In Network Intrusion Detection By Neurosymbolic AI
   2024/06/03 by Alice Bizzarri, Joanne Yu, Bizzarri, Alice +7 · 2 citations
   Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Network Security and Intrusion Detection #Neural Networks and Applications #Symbolic Computation (cs.SC)