2 citations · 3 across the 18 of their papers we have counts for
5 papers · 1 filter
Rating Players of Counter-Strike: Global Offensive Based on Plus/Minus value
Hongyu Xu, Sarat Moka
We propose a player rating mechanism for Counter-Strike: Global Offensive (CS ), a popular e-sport, by analyzing players' Plus/Minus values. The Plus/Minus value represents the ave…
Continuous Optimization for Offline Change Point Detection and Estimation
Hans Reimann, Sarat Moka, Georgy Sofronov
This work explores use of novel advances in best subset selection for regression modelling via continuous optimization for offline change point detection and estimation in univaria…
Group COMBSS: Group Selection via Continuous Optimization
Anant Mathur, Sarat Moka, Benoit Liquet +1
We present a new optimization method for the group selection problem in linear regression. In this problem, predictors are assumed to have a natural group structure and the goal is…
Best Subset Solution Path for Linear Dimension Reduction Models using Continuous Optimization
Benoit Liquet, Sarat Moka, Samuel Muller
The selection of best variables is a challenging problem in supervised and unsupervised learning, especially in high dimensional contexts where the number of variables is usually m…
Spatial Autoregressive Model on a Dirichlet Distribution
Teo Nguyen, Sarat Moka, Kerrie Mengersen +1
Compositional data find broad application across diverse fields due to their efficacy in representing proportions or percentages of various components within a whole. Spatial depen…