A spectral EM algorithm for dynamic factor models

Spectral Methods meet EM: A Provably Optimal Algorithm for Crowdsourcing

The Dawid-Skene estimator has been widely used for inferring the true labels from the noisy labels provided by non-expert crowdsourcing workers. However, since the estimator maximizes a non-convex log-likelihood function, it is hard to theoretically justify its performance. In this paper, we propose a two-stage efficient algorithm for multi-class crowd labeling problems. The first stage uses th...

The EM Algorithm for Layered Dynamic Textures

A layered dynamic texture is an extension of the dynamic texture [1] that can model multiple regions (layers) of different motion. The motion in each layer is abstracted using a time-evolving state process, and each pixel formed from one of the state processes, which is assigned through a layer assignment variable. In Section 2 and Section 3, we derive the EM algorithm for learning the layered ...

An EM-algorithm for dynamic SPECT tomography

An EM-algorithm for dynamic SPEC tomography

a new approach to credibility premium for zero-inflated poisson models for panel data

هدف اصلی از این تحقیق به دست آوردن و مقایسه حق بیمه باورمندی در مدل های شمارشی گزارش نشده برای داده های طولی می باشد. در این تحقیق حق بیمه های پبش گویی بر اساس توابع ضرر مربع خطا و نمایی محاسبه شده و با هم مقایسه می شود. تمایل به گرفتن پاداش و جایزه یکی از دلایل مهم برای گزارش ندادن تصادفات می باشد و افراد برای استفاده از تخفیف اغلب از گزارش تصادفات با هزینه پائین خودداری می کنند، در این تحقیق ...