11 citations · 16 across the 4 of their papers we have counts for
4 papers
A Differentiable Alternative to the Lasso Penalty
Hamed Haselimashhadi, Veronica Vinciotti
Regularized regression has become very popular nowadays, particularly on high-dimensional problems where the addition of a penalty term to the log-likelihood allows inference where…
A new Bayesian regression model for counts in medicine
Hamed Haselimashhadi, Veronica Vinciotti, Keming Yu
Discrete data are collected in many application areas and are often characterised by highly skewed and power-lawlike distributions. An example of this, which is considered in this…
Penalised inference for autoregressive moving average models with time-dependent predictors
Hamed Haselimashhadi, Veronica Vinciotti
Linear models that contain a time-dependent response and explanatory variables have attracted much interest in recent years. The most general form of the existing approaches is of…
Multipurpose Lasso
Hamed Haselimashhadi
Nowadays, l1 penalized likelihood has absorbed a high amount of consideration due to its simplicity and well developed theoretical properties. This method is known as a reliable me…