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Wang, Songbo

  1. PETformer: Long-term Time Series Forecasting via Placeholder-enhanced Transformer
    2023/08/09 by Lin, Shengsheng, Lin, Weiwei, Wu, Wentai +2 · 4 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  2. Sharp local propagation of chaos for mean field particles with W-1,∞ kernels
    2024/03/19 by Songbo Wang, Wang, Songbo · 3 citations
    Mathematics · Physics and Astronomy · #Stochastic processes and statistical mechanics #Mathematical Dynamics and Fractals #Theoretical and Computational Physics
  3. Uniform-in-time propagation of chaos for mean field Langevin dynamics
    2022/12/06 by Fan Chen, Chen, Fan, Zhenjie Ren +3 · 2 citations
    Mathematics · Physics and Astronomy · #35Q83 #35Q84 (Secondary) #60J60 #60K35 (Primary) 35B40 #Cosmology and Gravitation Theories #FOS: Computer and information sciences #FOS: Mathematics #Geometric Analysis and Curvature Flows #Machine Learning (stat.ML) #Probability (math.PR) #Statistical Mechanics and Entropy
  4. Uniform log-Sobolev inequalities for mean field particles with flat-convex energy
    2024/08/06 by Songbo Wang, Wang, Songbo · 1 voice · 1 citation
    Decision Sciences · Engineering · Mathematics · #26D10 (Primary) 39B62 #60E15 (Secondary) #FOS: Mathematics #Mathematical Approximation and Integration #Nuclear and radioactivity studies #Probabilistic and Robust Engineering Design #Probability (math.PR) #math.PR