Hamed Karimi

1. Linear Convergence of Gradient and Proximal-Gradient Methods Under the Polyak-Łojasiewicz Condition
   2016/08/16 by Hamed Karimi, Julie Nutini, Karimi, Hamed +3 · 121 citations
   Computer Science · Engineering · Mathematics · #65K10 #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #G.1.6 #I.2.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical methods in inverse problems #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
2. Evidential Uncertainty Sets in Deep Classifiers Using Conformal Prediction
   2024/06/16 by Hamed Karimi, Karimi, Hamed, Reza Samavi +1 · 2 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)