Henriksen, Amelia

1. AdaOja: Adaptive Learning Rates for Streaming PCA
   2019/05/28 by Amelia Henriksen, Rachel Ward, Henriksen, Amelia +1 · 5 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Computation (stat.CO) #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stochastic Gradient Optimization Techniques
2. Concentration inequalities for random matrix products
   2019/07/12 by Henriksen, Amelia, Ward, Rachel · 3 citations
   #FOS: Mathematics #Probability (math.PR)
3. Learning to Forecast Dynamical Systems from Streaming Data
   2021/09/20 by Amelia Henriksen, Giannakis, Dimitris, Joel A. Tropp +4 · 1 citation
   Computer Science · Engineering · Physics and Astronomy · #37Nxx #62Jxx #65Fxx #65Pxx #Dynamical Systems (math.DS) #Energy Load and Power Forecasting #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Numerical Analysis (math.NA)