Poster

Thu 9:00

Hyperparameter Sensitivity in Deep Outlier Detection: Analysis and a Scalable Hyper-Ensemble Solution
Xueying Ding · Lingxiao Zhao · Leman Akoglu

Affinity Workshop

Ensemble of CNN Models for Tuberculosis Diagnosis

Workshop

Poster

Thu 9:00

DivBO: Diversity-aware CASH for Ensemble Learning
Yu Shen · Yupeng Lu · Yang Li · Yaofeng Tu · Wentao Zhang · Bin CUI

Workshop

Unleashing The Potential of Data Sharing in Ensemble Deep Reinforcement Learning
Zhixuan Lin · Pierluca D'Oro · Evgenii Nikishin · Aaron Courville

Poster

Tue 14:00

Efficient Methods for Non-stationary Online Learning
Peng Zhao · Yan-Feng Xie · Lijun Zhang · Zhi-Hua Zhou

Workshop

Aggressive Q-Learning with Ensembles: Achieving Both High Sample Efficiency and High Asymptotic Performance
Yanqiu Wu · Xinyue Chen · Che Wang · Yiming Zhang · Keith Ross

Affinity Workshop

A Survey of Ensemble Learning: Concepts, Algorithms, Applications, and Prospects
Ibomoiye Domor Mienye

Affinity Workshop

Development of a Model to Classify Skin Diseases using Ensemble Machine Learning Techniques
Oluwayemisi Jaiyeoba · Temitope Owolabi · Emeka Ogbuju

Workshop

Neural Architecture for Online Ensemble Continual Learning
Mateusz Wójcik · Witold Kościukiewicz · Adam Gonczarek · Tomasz Kajdanowicz

Poster

Thu 9:00

In Differential Privacy, There is Truth: on Vote-Histogram Leakage in Ensemble Private Learning
JIAQI WANG · Roei Schuster · I Shumailov · David Lie · Nicolas Papernot

Poster

Tue 9:00

Synthetic Model Combination: An Instance-wise Approach to Unsupervised Ensemble Learning
Alex Chan · Mihaela van der Schaar