In his paper, Kienitz shows Gaussian mixture models ( GMM s) – a machine learning technique that has been used to fit complex ...

Abstract: The Variational Autoencoder (VAE) is a popular generative latent variable model that is often used for representation learning. Standard VAEs assume continuous-valued latent variables and ...

To mitigate, this paper proposes using a variational autoencoder (VAE) as a data augmentation strategy for resolving data imbalance of temporal raw trace data. A VAE with few defective samples is ...

Tata Consultancy Services (TCS) has stated that it has paid 100 per cent quarterly variable allowance to more than 70 per cent of employees of the company in response to reports that it had ...

(Reuters) Tata Consultancy Services (TCS) has cut the variable pay of its senior employees for the January-March quarter, according to a Moneycontrol report. This marks the third quarter in a row ...

And just over 5° west of this star is a sun called R Leonis, the first variable star identified in the Lion. R Leonis shines with a noticeably red hue, thanks to its advanced age and thus cooler ...

Bloomberg Dubai: The toll-gate operator Salik's Q1-2025 net profit surged 33.7% to Dh370.6 million as the Dubai company reaped gains from the launch of variable pricing since late January.

But Daniel Vyner, principal broker at DV Capital Corp., says long-term fixed-mortgage rates are still at a relatively low level – low enough that many variable mortgage holders are locking into ...

Multicollinearity exists when there is a correlation between multiple independent variables in a multiple regression model. This can adversely affect the regression results. A variance inflation ...

Tata Consultancy Services distributed 100% quarterly variable compensation to 70% of its employees, while the remainder received reduced payouts based on their business unit's performance.