Novikov, Alexei
- Speeding up Langevin Dynamics by Mixing
2023/03/31 by Alexander Christie, Yuanyuan Feng, Christie, Alexander +5 · 4 citations
Mathematics · Physics and Astronomy · #Analysis of PDEs (math.AP) #FOS: Mathematics #Markov Chains and Monte Carlo Methods #Probability (math.PR) #Stochastic processes and statistical mechanics #Theoretical and Computational Physics
- From homogenization to averaging in cellular flows
2011/07/30 by Iyer, Gautam, Komorowski, Tomasz, Novikov, Alexei +1 · 1 citation
#35J25 (Secondary) #35P15 (Primary) 35B27 #Analysis of PDEs (math.AP) #FOS: Mathematics
- A fractional kinetic process describing the intermediate time behaviour of cellular flows
2016/07/07 by Hairer, Martin, Iyer, Gautam, Koralov, Leonid +2 · 1 citation
#26A33 #35R11 #60F17 #60H10 #60H30 #76R50 #Analysis of PDEs (math.AP) #FOS: Mathematics #FOS: Physical sciences #Mathematical Physics (math-ph) #Probability (math.PR)
- Dictionary Learning for the Almost-Linear Sparsity Regime
2022/10/19 by Novikov, Alexei, White, Stephen · 1 citation
#FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Probability (math.PR) #Signal Processing (eess.SP) #electronic engineering #information engineering