| Acronym list: | |
| GMM | Gaussian mixture model |
| EM | expectation maximization |
| E-step | expectation step |
| M-step | maximization step |
| MFA | mixture of factor analyzers |
| MtFA | mixture of Student’s t-factor analyzers |
| D-MFA | distributed density estimation algorithm for the MFA |
| D-MtFA | distributed density estimation algorithm for the MtFA |
| CSS | combined sufficient statistics |
| LSS | local sufficient statistics |
| S-MFA | standard EM algorithm for the MFA |
| S-MtFA | standard EM algorithm for the MtFA |
| NC-MFA | non-cooperation MFA |
| NC-MtFA | non-cooperation MtFA |
| D-GMM | distributed density estimation algorithm for the GMM |
| D-tMM | distributed density estimation algorithm for the Student’st-mixture model |