Pellegrina, Leonardo

1. SILVAN: Estimating Betweenness Centralities with Progressive Sampling and Non-uniform Rademacher Bounds
   2021/06/07 by Pellegrina, Leonardo, Vandin, Fabio · 3 citations
   #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Social and Information Networks (cs.SI)
2. Sharper convergence bounds of Monte Carlo Rademacher Averages through\n Self-Bounding functions
   2020/10/22 by Leonardo Pellegrina, Pellegrina, Leonardo · 1 citation
   Computer Science · Decision Sciences · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Markov Chains and Monte Carlo Methods #Mathematical Approximation and Integration #Probability (math.PR) #Risk and Portfolio Optimization #Statistical Methods and Inference
3. SPRISS: Approximating Frequent k-mers by Sampling Reads, and Applications
   2021/01/18 by Santoro, Diego, Pellegrina, Leonardo, Vandin, Fabio · 1 citation
   #FOS: Biological sciences #Quantitative Methods (q-bio.QM)