Identifying unpredictable test examples with worst-case guarantees

ITA, pp. 1-14, 2020.

Cited by: 0|Views8


Often times, whether it be for adversarial or natural reasons, the distributions of test and training data differ. We give an algorithm that, given sets of training and test examples, identifies regions of test examples that cannot be predicted with low error. These regions are classified as ƒ or equivalently omitted from classification. ...More



Get fulltext within 24h
Upload PDF

1.Your uploaded documents will be check within 24h, and coins will be credited to your account.

2.As the current system does not support cash withdrawal, you can add staff WeChat (AMxiaomai) to receive it as a red packet.

3.10 coins will be exchanged for 1 yuan.


Upload a single paper

for 5 coins

Wechat's Red Packet

Upload 50 articles

for 250 coins

Wechat's Red Packet

Upload 200 articles

for 1000 coins

Wechat's Red Packet

Upload 500 articles

for 2500 coins

Wechat's Red Packet

Upload 1000 articles

for 5000 coins

Wechat's Red Packet
Your rating :