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Lukas Muttenthaler, Charles Yang Zheng, Patrick McClure, Robert A. Vandermeulen, Martin N. Hebart, Francisco Pereira

VICE: Variational Interpretable Concept Embeddings

October 06 , 2022
https://arxiv.org/abs/2205.00756

Serafeim Papadias, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Volker Markl

Space-efficient random walks on streaming graphs

September 13 , 2022
https://arxiv.org/pdf/2209.06063.pdf

Haralampos Gavriilidis, Lennart Behme, Sokratis Papadopoulos, Stefano Bortoli, Jorge-Arnulfo Quiané-Ruiz, Volker Markl

Towards a Modular Data Management System Framework

September 09 , 2022
https://cdmsworkshop.github.io/2022/Proceedings/ShortPapers/Paper2_HaralamposGavriilidis.pdf

Sergey Redyuk, Zoi Kaoudi, Sebastian Schelter, Volker Markl

DORIAN in action: Assisted Design of Data Science Pipelines

September 05 , 2022
https://www.vldb.org/pvldb/vol15/p3714-redyuk.pdf

Ahmet Kerem Aksoy, Pavel Dushev, Eleni Tzirita Zacharatou, Holmer Hemsen, Marcela Charfuelan, Jorge-Arnulfo Quiané-Ruiz, Begüm Demir, Volker Markl

Satellite Image Search in AgoraEO

August 23 , 2022
https://doi.org/10.48550/arXiv.2208.10830

Daniel Arp, Erwin Quiring, Feargus Pendlebury, Alexander Warnecke, Fabio Pierazzi, Christian Wressnegger, Lorenzo Cavallaro, Konrad Rieck

Dos and Don’ts of Machine Learning in Computer Security

August 10 , 2022
https://www.usenix.org/system/files/sec22-arp.pdf