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Best Papers/ECML-PKDD

ECML-PKDD Best Papers

European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases

8 papers · 2021–2025

← ECML-PKDD 학회 정보

🏆 2025(5)

Test of Time Award
Difference Target Propagation
Dong-Hyun LeeSaizheng ZhangAsja FischerYoshua Bengio
Best Paper Award
PAR-AdvGAN: Improving Adversarial Attack Capability with Progressive Auto-Regression AdvGAN
Jiayu ZhangZhiyu ZhuXinyi WangSilin LiaoZhibo JinFlora SalimHuaming Chen
Adversarial ML
Best Student Paper Award
Fairness-Aware Graph Representation Learning with Limited Demographic Information
Zichong WangZhipeng YinLiping YangJun ZhuangRui YuQingzhao KongWenbin Zhang
Representation LearningFairness
Best Paper Award (Applied DS Track)
Graph Neural Networks for Jamming Source Localization
Dania HerzallaWillian TessaroMartin Andreoni
Graph Neural NetworksLocalization
Best Student Paper Award
WoundAmbit: Bridging the Gap between Semantic Segmentation and Wound Care
Vanessa BorstTimo DittusTassilo DegeAstrid SchmiederSamuel Kounev
Image Segmentation

🏆 2023(1)

Best Paper Award
Towards Efficient MCMC Sampling in Bayesian Neural Networks by Exploiting Symmetry
Jonas Gregor WieseLisa WimmerTheodore PapamarkouBernd BischlStephan GünnemannDavid Rügamer
machine-learning

🏆 2022(1)

Best Paper Award
Bounding the Family-Wise Error Rate in Local Causal Discovery using Rademacher Averages
Dario SimionatoFabio Vandin
machine-learningdata-mining

🏆 2021(1)

Best Paper Award
Reparameterized Sampling for Generative Adversarial Networks
Yifei WangYisen WangJiansheng YangZhouchen Lin
GAN

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