notesum.ai
Published at November 28An Adversarial Learning Approach to Irregular Time-Series Forecasting
cs.LG
cs.AI
Released Date: November 28, 2024
Authors: Heejeong Nam1, Jihyun Kim2, Jimin Yeom3
Aff.: 1Yonsei University; 2Dongduk Women's University; 3Georgia Institute of Technology

| OURS | CROSTON | ADIDA | LSTM | MLP | |
|---|---|---|---|---|---|
| (a) | 0.45 | 0.2 | 0.9 | 0.75 | 0.75 |
| (b) | 1 | 0.8 | 0.05 | 0.85 | 0.85 |
| (c) | 0.75 | 0.75 | 0.25 | 1 | 1 |
| (d) | 1 | 0.875 | 0.125 | 1 | 1 |
| (e) | 0.06 | 0.05 | 0.01 | 0.06 | 0.06 |