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Erika Duriakova

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2020 – today

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2024
[c12]
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  - conf/adbis/OReilly-MorganT24
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Diarmuid O'Reilly-Morgan, Elias Z. Tragos, Erika Duriakova, Honghui Du, Neil Hurley, Aonghus Lawlor:
Entity Matching with Large Language Models as Weak and Strong Labellers. ADBIS (Short Papers) 2024: 58-67
[c11]
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  - conf/euromlsys/HurleyDGOTSL24
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Neil Hurley, Erika Duriakova, James Geraci, Diarmuid O'Reilly-Morgan, Elias Z. Tragos, Barry Smyth, Aonghus Lawlor:
ALS Algorithm for Robust and Communication-Efficient Federated Learning. EuroMLSys@EuroSys 2024: 56-64
2021
[c10]
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  - conf/bigdataconf/DuriakovaTLSH21
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Erika Duriakova, Elias Z. Tragos, Aonghus Lawlor, Barry Smyth, Neil Hurley:
Boosting the Training Time of Weakly Coordinated Distributed Machine Learning. IEEE BigData 2021: 1023-1029
2020
[c9]
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  - conf/pkdd/DuriakovaHTLSGH20
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Erika Duriakova, Weipéng Huáng, Elias Z. Tragos, Aonghus Lawlor, Barry Smyth, James Geraci, Neil Hurley:
An Algorithmic Framework for Decentralised Matrix Factorisation. ECML/PKDD (2) 2020: 307-323
[c8]
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  - conf/recsys/PenaOTHDSL20
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Francisco J. Peña, Diarmuid O'Reilly-Morgan, Elias Z. Tragos, Neil Hurley, Erika Duriakova, Barry Smyth, Aonghus Lawlor:
Combining Rating and Review Data by Initializing Latent Factor Models with Topic Models for Top-N Recommendation. RecSys 2020: 438-443

2010 – 2019

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2019
[c7]
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Erika Duriakova, Deepak Ajwani, Neil Hurley:
Engineering a Parallel Δ-stepping Algorithm. IEEE BigData 2019: 609-616
[c6]
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Erika Duriakova, Elias Z. Tragos, Barry Smyth, Neil Hurley, Francisco J. Peña, Panagiotis Symeonidis, James Geraci, Aonghus Lawlor:
PDMFRec: a decentralised matrix factorisation with tunable user-centric privacy. RecSys 2019: 457-461
2018
[c5]
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  - conf/icpp/AjwaniDH0S18
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Deepak Ajwani, Erika Duriakova, Neil Hurley, Ulrich Meyer, Alexander Schickedanz:
An Empirical Comparison of k-Shortest Simple Path Algorithms on Multicores. ICPP 2018: 78:1-78:12
2016
[c4]
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  - conf/asunam/HurleyD16
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Neil J. Hurley, Erika Duriakova:
An information theoretic approach to generalised blockmodelling for the identification of meso-scale structure in networks. ASONAM 2016: 319-322
2015
[j1]
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Adam Lugowski, Shoaib Kamil, Aydin Buluç, Samuel Williams, Erika Duriakova, Leonid Oliker, Armando Fox, John R. Gilbert:
Parallel processing of filtered queries in attributed semantic graphs. J. Parallel Distributed Comput. 79-80: 115-131 (2015)
[c3]
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Neil J. Hurley, Erika Duriakova:
Reformulations of the Map Equation for Community Finding and Blockmodelling. ASONAM 2015: 1606-1607
2014
[c2]
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  - conf/cosn/DuriakovaHAS14
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Erika Duriakova, Neil Hurley, Deepak Ajwani, Alessandra Sala:
Analysis of the semi-synchronous approach to large-scale parallel community finding. COSN 2014: 51-62
2013
[c1]
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  - conf/ipps/BulucDFGKLOW13
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Aydin Buluç, Erika Duriakova, Armando Fox, John R. Gilbert, Shoaib Kamil, Adam Lugowski, Leonid Oliker, Samuel Williams:
High-Productivity and High-Performance Analysis of Filtered Semantic Graphs. IPDPS 2013: 237-248

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