Task Understanding from Confushing Multitask Data

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Task Understanding from Confusing Multi-task Data

Presented By aslkdfj;awekrf

1. Introduction

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[math]\displaystyle{ \begin{align*} e & = \pi = \sqrt{g} \end{align*} }[/math]


2. Related Work

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[math]\displaystyle{ \begin{align*} e & = \text{Hellow}\\ & = \dfrac{123}{4}\\ \end{align*} }[/math]


[math]\displaystyle{ \begin{align*} h+1 & = \dfrac{abc}{\text{def}}\\ & = \dfrac{123}{4}\\ \end{align*} }[/math]


Experiment

Setup

Confusing data comes in the form of [math]\displaystyle{ (x_i,y_i),i=1,...,m }[/math] pairs. However, unlike typical regression problems, there are multiple [math]\displaystyle{ f_j(x),j=1,...,n }[/math] mapping functions, so the goal is to recover both the mapping functions [math]\displaystyle{ f_j }[/math] as well as determine which mapping function corresponds to each of the [math]\displaystyle{ m }[/math] observations.

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