Research Explorer

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Researcher

Alexandru-Cristian Mara

Awards & Distinctions

16 Results

2023

Accelerating progress in network representation learning : systematic evaluations and new approaches

Alexandru-Cristian MaraTijl De BieJefrey Lijffijt

An empirical evaluation of network representation learning methods

Alexandru-Cristian MaraJefrey LijffijtTijl De Bie

A1 Journal Article in BIG DATA

2022

A systematic evaluation of node embedding robustness

Alexandru-Cristian MaraJefrey LijffijtStephan GünnemannTijl De Bie

EvalNE : a framework for network embedding evaluation

Alexandru-Cristian MaraJefrey LijffijtTijl De Bie

A1 Journal Article in SOFTWAREX

2020

Benchmarking network embedding models for link prediction : are we making progress?

Alexandru-Cristian MaraJefrey LijffijtTijl De Bie

Block-approximated exponential random graphs

Florian AdriaensAlexandru-Cristian MaraJefrey LijffijtTijl De Bie

CSNE : conditional signed network embedding

Alexandru-Cristian MaraYoosof MashayekhiJefrey LijffijtTijl De Bie

Network representation learning for link prediction : are we improving upon simple heuristics?

Alexandru-Cristian MaraJefrey LijffijtTijl De Bie

2019

EvalNE : a framework for Evaluating Network Embeddings on link prediction

Alexandru-Cristian MaraJefrey LijffijtTijl De Bie

EvalNE : a framework for evaluating network embeddings on link prediction

Alexandru-Cristian Mara

EvalNE : a framework for evaluating network embeddings on link prediction

Alexandru-Cristian MaraJefrey LijffijtTijl De Bie

EvalNE : a framework for evaluating network embeddings on link prediction

Alexandru-Cristian Mara

Semi-supervised learning in network-structured data via total variation minimization

Alexander JungAlfred O. HeroAlexandru-Cristian MaraSaeed JahromiAyelet HeimowitzYonina C. Eldar

A1 Journal Article in IEEE TRANSACTIONS ON SIGNAL PROCESSING

2018

When Is network lasso accurate?

Alexander JungNguyen TranAlexandru-Cristian Mara

A2 Journal Article in FRONTIERS IN APPLIED MATHEMATICS AND STATISTICS

2017

Recovery conditions and sampling strategies for network Lasso

Alexandru-Cristian MaraAlexander Jung

2015

CLUS : parallel subspace clustering algorithm on spark

Bo ZhuAlexandru-Cristian MaraAlberto Mozo

Bookchapter in Communications in computer and information science