[paper review] Field-aware Factorization Machines for CTR prediction

joy5075·2021년 5월 4일
0

1. Introduction

CTR prediction task

2. POLY2, FM, FFM

POLY2

FM

POLY2 vs. FM

FFM (Field-aware Factorization Machines)

3. Implementation

Optimization

Parallelization

FFM data format

Early Stopping

4. Experiment

모델 성능 비교

Reference

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