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ORCIDBibTeX records: Alessandro Pappalardo
@article{DBLP:journals/corr/abs-2401-10432,
author = {Ian Colbert and
Alessandro Pappalardo and
Jakoba Petri{-}Koenig and
Yaman Umuroglu},
title = {{A2Q+:} Improving Accumulator-Aware Weight Quantization},
journal = {CoRR},
volume = {abs/2401.10432},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.10432},
doi = {10.48550/ARXIV.2401.10432},
eprinttype = {arXiv},
eprint = {2401.10432},
timestamp = {Fri, 02 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-10432.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpca/ReggianiPDMOUC23,
author = {Enrico Reggiani and
Alessandro Pappalardo and
Max Doblas and
Miquel Moret{\'{o}} and
Mauro Olivieri and
Osman Sabri Unsal and
Adri{\'{a}}n Cristal},
title = {Mix-GEMM: An efficient {HW-SW} Architecture for Mixed-Precision Quantized
Deep Neural Networks Inference on Edge Devices},
booktitle = {{IEEE} International Symposium on High-Performance Computer Architecture,
{HPCA} 2023, Montreal, QC, Canada, February 25 - March 1, 2023},
pages = {1085--1098},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/HPCA56546.2023.10071076},
doi = {10.1109/HPCA56546.2023.10071076},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hpca/ReggianiPDMOUC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/ColbertPP23,
author = {Ian Colbert and
Alessandro Pappalardo and
Jakoba Petri{-}Koenig},
title = {{A2Q:} Accumulator-Aware Quantization with Guaranteed Overflow Avoidance},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
Paris, France, October 1-6, 2023},
pages = {16943--16952},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCV51070.2023.01558},
doi = {10.1109/ICCV51070.2023.01558},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/ColbertPP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-13376,
author = {Ian Colbert and
Alessandro Pappalardo and
Jakoba Petri{-}Koenig},
title = {Quantized Neural Networks for Low-Precision Accumulation with Guaranteed
Overflow Avoidance},
journal = {CoRR},
volume = {abs/2301.13376},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.13376},
doi = {10.48550/ARXIV.2301.13376},
eprinttype = {arXiv},
eprint = {2301.13376},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-13376.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-13504,
author = {Ian Colbert and
Alessandro Pappalardo and
Jakoba Petri{-}Koenig},
title = {{A2Q:} Accumulator-Aware Quantization with Guaranteed Overflow Avoidance},
journal = {CoRR},
volume = {abs/2308.13504},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.13504},
doi = {10.48550/ARXIV.2308.13504},
eprinttype = {arXiv},
eprint = {2308.13504},
timestamp = {Fri, 01 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-13504.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-12359,
author = {Shivam Aggarwal and
Alessandro Pappalardo and
Hans Jakob Damsgaard and
Giuseppe Franco and
Thomas B. Preu{\ss}er and
Michaela Blott and
Tulika Mitra},
title = {Post-Training Quantization with Low-precision Minifloats and Integers
on FPGAs},
journal = {CoRR},
volume = {abs/2311.12359},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.12359},
doi = {10.48550/ARXIV.2311.12359},
eprinttype = {arXiv},
eprint = {2311.12359},
timestamp = {Wed, 29 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-12359.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/micro/JentzschUPBP22,
author = {Felix Jentzsch and
Yaman Umuroglu and
Alessandro Pappalardo and
Michaela Blott and
Marco Platzner},
title = {RadioML Meets {FINN:} Enabling Future {RF} Applications With {FPGA}
Streaming Architectures},
journal = {{IEEE} Micro},
volume = {42},
number = {6},
pages = {125--133},
year = {2022},
url = {https://doi.org/10.1109/MM.2022.3202091},
doi = {10.1109/MM.2022.3202091},
timestamp = {Sun, 13 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/micro/JentzschUPBP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-07527,
author = {Alessandro Pappalardo and
Yaman Umuroglu and
Michaela Blott and
Jovan Mitrevski and
Benjamin Hawks and
Nhan Tran and
Vladimir Loncar and
Sioni Summers and
Hendrik Borras and
Jules Muhizi and
Matthew Trahms and
Shih{-}Chieh Hsu and
Scott Hauck and
Javier M. Duarte},
title = {{QONNX:} Representing Arbitrary-Precision Quantized Neural Networks},
journal = {CoRR},
volume = {abs/2206.07527},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.07527},
doi = {10.48550/ARXIV.2206.07527},
eprinttype = {arXiv},
eprint = {2206.07527},
timestamp = {Tue, 21 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-07527.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejasmp/GeorgescuPCB21,
author = {Alexandru{-}Lucian Georgescu and
Alessandro Pappalardo and
Horia Cucu and
Michaela Blott},
title = {Performance vs. hardware requirements in state-of-the-art automatic
speech recognition},
journal = {{EURASIP} J. Audio Speech Music. Process.},
volume = {2021},
number = {1},
pages = {28},
year = {2021},
url = {https://doi.org/10.1186/s13636-021-00217-4},
doi = {10.1186/S13636-021-00217-4},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ejasmp/GeorgescuPCB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/frai/HawksDFPTU21,
author = {Benjamin Hawks and
Javier M. Duarte and
Nicholas J. Fraser and
Alessandro Pappalardo and
Nhan Tran and
Yaman Umuroglu},
title = {Ps and Qs: Quantization-Aware Pruning for Efficient Low Latency Neural
Network Inference},
journal = {Frontiers Artif. Intell.},
volume = {4},
pages = {676564},
year = {2021},
url = {https://doi.org/10.3389/frai.2021.676564},
doi = {10.3389/FRAI.2021.676564},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/frai/HawksDFPTU21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/CsordasDFPV21,
author = {G{\'{a}}bor Csord{\'{a}}s and
Kristof Denolf and
Nicholas J. Fraser and
Alessandro Pappalardo and
Kees A. Vissers},
title = {Trainable Preprocessing for Reduced Precision Neural Networks},
booktitle = {29th European Signal Processing Conference, {EUSIPCO} 2021, Dublin,
Ireland, August 23-27, 2021},
pages = {1546--1550},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.23919/EUSIPCO54536.2021.9616130},
doi = {10.23919/EUSIPCO54536.2021.9616130},
timestamp = {Thu, 09 Dec 2021 12:26:50 +0100},
biburl = {https://dblp.org/rec/conf/eusipco/CsordasDFPV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-11289,
author = {Benjamin Hawks and
Javier M. Duarte and
Nicholas J. Fraser and
Alessandro Pappalardo and
Nhan Tran and
Yaman Umuroglu},
title = {Ps and Qs: Quantization-aware pruning for efficient low latency neural
network inference},
journal = {CoRR},
volume = {abs/2102.11289},
year = {2021},
url = {https://arxiv.org/abs/2102.11289},
eprinttype = {arXiv},
eprint = {2102.11289},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-11289.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fpl/RybalkinPGGWB18,
author = {Vladimir Rybalkin and
Alessandro Pappalardo and
Muhammad Mohsin Ghaffar and
Giulio Gambardella and
Norbert Wehn and
Michaela Blott},
title = {{FINN-L:} Library Extensions and Design Trade-Off Analysis for Variable
Precision {LSTM} Networks on FPGAs},
booktitle = {28th International Conference on Field Programmable Logic and Applications,
{FPL} 2018, Dublin, Ireland, August 27-31, 2018},
pages = {89--96},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/FPL.2018.00024},
doi = {10.1109/FPL.2018.00024},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fpl/RybalkinPGGWB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-04093,
author = {Vladimir Rybalkin and
Alessandro Pappalardo and
Muhammad Mohsin Ghaffar and
Giulio Gambardella and
Norbert Wehn and
Michaela Blott},
title = {{FINN-L:} Library Extensions and Design Trade-off Analysis for Variable
Precision {LSTM} Networks on FPGAs},
journal = {CoRR},
volume = {abs/1807.04093},
year = {2018},
url = {http://arxiv.org/abs/1807.04093},
eprinttype = {arXiv},
eprint = {1807.04093},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-04093.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsd/PappalardoNS17,
author = {Alessandro Pappalardo and
Giuseppe Natale and
Marco Domenico Santambrogio},
editor = {Hana Kub{\'{a}}tov{\'{a}} and
Martin Novotn{\'{y}} and
Amund Skavhaug},
title = {A Feedback-Based Design Space Exploration Subsystem for the Automation
of Architectures Synthesis on Proprietary {FPGA} Toolchains},
booktitle = {Euromicro Conference on Digital System Design, {DSD} 2017, Vienna,
Austria, August 30 - Sept. 1, 2017},
pages = {151--154},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/DSD.2017.11},
doi = {10.1109/DSD.2017.11},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsd/PappalardoNS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/avi/GarzottoGPSSZ16,
author = {Franca Garzotto and
Mirko Gelsomini and
Alessandro Pappalardo and
Claudio Sanna and
Erica Stella and
Michele Zanella},
editor = {Paolo Buono and
Rosa Lanzilotti and
Maristella Matera and
Maria Francesca Costabile},
title = {Monitoring and Adaptation in Smart Spaces for Disabled Children},
booktitle = {Proceedings of the International Working Conference on Advanced Visual
Interfaces, {AVI} 2016, Bari, Italy, June 7-10, 2016},
pages = {224--227},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2909132.2909283},
doi = {10.1145/2909132.2909283},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/avi/GarzottoGPSSZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/GarzottoGPSSZ16,
author = {Franca Garzotto and
Mirko Gelsomini and
Alessandro Pappalardo and
Claudio Sanna and
Erica Stella and
Michele Zanella},
editor = {Jofish Kaye and
Allison Druin and
Cliff Lampe and
Dan Morris and
Juan Pablo Hourcade},
title = {Using Brain Signals in Adaptive Smart Spaces for Disabled Children},
booktitle = {Proceedings of the 2016 {CHI} Conference on Human Factors in Computing
Systems, San Jose, CA, USA, May 7-12, 2016, Extended Abstracts},
pages = {1684--1690},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2851581.2892533},
doi = {10.1145/2851581.2892533},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chi/GarzottoGPSSZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/CarpentieriPSS09,
author = {Marco Carpentieri and
Alessandro Pappalardo and
Domenica Sileo and
Gianvito Summa},
title = {On hybrid genetic models for hard problems},
booktitle = {{FUZZ-IEEE} 2009, {IEEE} International Conference on Fuzzy Systems,
Jeju Island, Korea, 20-24 August 2009, Proceedings},
pages = {2142--2147},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/FUZZY.2009.5277184},
doi = {10.1109/FUZZY.2009.5277184},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/CarpentieriPSS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/BonifatiMPRS08,
author = {Angela Bonifati and
Giansalvatore Mecca and
Alessandro Pappalardo and
Salvatore Raunich and
Gianvito Summa},
editor = {Alfons Kemper and
Patrick Valduriez and
Noureddine Mouaddib and
Jens Teubner and
Mokrane Bouzeghoub and
Volker Markl and
Laurent Amsaleg and
Ioana Manolescu},
title = {Schema mapping verification: the spicy way},
booktitle = {{EDBT} 2008, 11th International Conference on Extending Database Technology,
Nantes, France, March 25-29, 2008, Proceedings},
series = {{ACM} International Conference Proceeding Series},
volume = {261},
pages = {85--96},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1353343.1353358},
doi = {10.1145/1353343.1353358},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edbt/BonifatiMPRS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sebd/MeccaPR08,
author = {Giansalvatore Mecca and
Alessandro Pappalardo and
Salvatore Raunich},
editor = {Salvatore Gaglio and
Ignazio Infantino and
Domenico Sacc{\`{a}}},
title = {Soluzioni Infrastrutturali Open Source per il Sistema Pubblico di
Cooperazione Applicativa},
booktitle = {Proceedings of the Sixteenth Italian Symposium on Advanced Database
Systems, {SEBD} 2008, 22-25 June 2008, Mondello, PA, Italy},
pages = {156--167},
year = {2008},
timestamp = {Wed, 30 Jul 2008 22:08:18 +0200},
biburl = {https://dblp.org/rec/conf/sebd/MeccaPR08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/BonifatiMPRS08,
author = {Angela Bonifati and
Giansalvatore Mecca and
Alessandro Pappalardo and
Salvatore Raunich and
Gianvito Summa},
editor = {Jason Tsong{-}Li Wang},
title = {The Spicy system: towards a notion of mapping quality},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2008, Vancouver, BC, Canada, June 10-12, 2008},
pages = {1289--1294},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1376616.1376757},
doi = {10.1145/1376616.1376757},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/BonifatiMPRS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dke/MeccaRP07,
author = {Giansalvatore Mecca and
Salvatore Raunich and
Alessandro Pappalardo},
title = {A new algorithm for clustering search results},
journal = {Data Knowl. Eng.},
volume = {62},
number = {3},
pages = {504--522},
year = {2007},
url = {https://doi.org/10.1016/j.datak.2006.10.006},
doi = {10.1016/J.DATAK.2006.10.006},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dke/MeccaRP07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwe/MeccaRPS07,
author = {Giansalvatore Mecca and
Salvatore Raunich and
Alessandro Pappalardo and
Donatello Santoro},
editor = {Luciano Baresi and
Piero Fraternali and
Geert{-}Jan Houben},
title = {Noodles: {A} Clustering Engine for the Web},
booktitle = {Web Engineering, 7th International Conference, {ICWE} 2007, Como,
Italy, July 16-20, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4607},
pages = {496--500},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-73597-7\_43},
doi = {10.1007/978-3-540-73597-7\_43},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/icwe/MeccaRPS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sebd/MeccaRP07,
author = {Giansalvatore Mecca and
Salvatore Raunich and
Alessandro Pappalardo},
editor = {Michelangelo Ceci and
Donato Malerba and
Letizia Tanca},
title = {Clustering Web and Desktop Searches},
booktitle = {Proceedings of the Fifteenth Italian Symposium on Advanced Database
Systems, {SEBD} 2007, 17-20 June 2007, Torre Canne, Fasano, BR, Italy},
pages = {422--429},
year = {2007},
timestamp = {Thu, 21 Jun 2007 08:28:19 +0200},
biburl = {https://dblp.org/rec/conf/sebd/MeccaRP07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sebd/BonifatiMPR06,
author = {Angela Bonifati and
Giansalvatore Mecca and
Alessandro Pappalardo and
Salvatore Raunich},
editor = {Valeria De Antonellis and
Claudia Diamantini and
Paolo Tiberio},
title = {The Spicy Project: {A} New Approach to Data Matching},
booktitle = {Proceedings of the Fourteenth Italian Symposium on Advanced Database
Systems, {SEBD} 2006, Portonovo (Ancona), Italy, 18-21 June 2006},
pages = {40--47},
year = {2006},
timestamp = {Thu, 12 Jul 2018 08:14:41 +0200},
biburl = {https://dblp.org/rec/conf/sebd/BonifatiMPR06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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