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Marek Dedic
ORCID
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 6
Top Topics
Graph Representations
Multiple Instance Learning
Loss Function
Top Venues
ITAT
CoRR
Tiny Papers @ ICLR
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Publications
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Marek Dedic
,
Lukás Bajer
,
Pavel Procházka
,
Martin Holena
Balancing performance and complexity with adaptive graph coarsening.
Tiny Papers @ ICLR
(2024)
Pavel Procházka
,
Michal Mares
,
Marek Dedic
Which Graph Properties Affect GNN Performance for a Given Downstream Task?
ITAT
(2023)
Pavel Procházka
,
Michal Mares
,
Marek Dedic
Scalable Graph Size Reduction for Efficient GNN Application.
ITAT
(2022)
Sergej Borisov
,
Marek Dedic
,
Martin Holena
Experimental Investigation of Neural and Weisfeiler-Lehman-Kernel Graph Representations for Downstream Classification.
ITAT
(2021)
Marek Dedic
,
Tomás Pevný
,
Lukás Bajer
,
Martin Holena
Loss Functions for Clustering in Multi-instance Learning.
ITAT
(2020)
Tomás Pevný
,
Marek Dedic
Nested Multiple Instance Learning in Modelling of HTTP network traffic.
CoRR
(2020)