М. А. Данилова

1. Stochastic Optimization with Heavy-Tailed Noise via Accelerated Gradient Clipping
   2020/05/21 by Eduard Gorbunov, Gorbunov, Eduard, М. А. Данилова +4 · 11 citations
   Engineering · Computer Science · Mathematics · #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #Markov Chains and Monte Carlo Methods
2. High-Probability Bounds for Stochastic Optimization and Variational Inequalities: the Case of Unbounded Variance
   2023/02/02 by Abdurakhmon Sadiev, Sadiev, Abdurakhmon, М. А. Данилова +13 · 8 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Optimization and Variational Analysis #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
3. Recent Theoretical Advances in Non-Convex Optimization
   2020/12/11 by М. А. Данилова, Danilova, Marina, Pavel Dvurechensky +11 · 5 citations
   Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
4. High-Probability Convergence for Composite and Distributed Stochastic Minimization and Variational Inequalities with Heavy-Tailed Noise
   2023/10/03 by Eduard Gorbunov, Abdurakhmon Sadiev, Gorbunov, Eduard +13 · 8 citations
   Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques