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Scientific production and competences
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I&C - School of Computer and Communication Sciences
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IINFCOM
> MLO - Machine Learning and Optimization Laboratory
MLO - Machine Learning and Optimization Laboratory
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2020-10-29
04:13
The Internet of Audio Things: State of the Art, Vision, and Challenges
Turchet, Luca
;
Fazekas, Gyoergy
;
Lagrange, Mathieu
;
Ghadikolaei, Hossein S.
[...]
Ieee Internet Of Things Journal, 7 (10), 10233-10249 (2020)
01 October 2020
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Journal Articles
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2020-08-30
21:26
PDF
master_thesis_thierry_bossy
Adaptive Mitigation: Identification of the Dynamic Drivers of Effective Policy during the COVID-19 Pandemic
Bossy, Thierry
;
Hartley, Mary-Anne
30 August 2020
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Student Projects
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2020-08-09
21:56
PDF
Report
Self-supervised learning for time series classification
Van de Velde, Anne-Sophie
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Jaggi, Martin
09 August 2020
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Student Projects
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2020-07-01
22:57
PDF
LaMBERT
LaMBERT: Light and Multigranular BERT
Milosheski, Ljupche
;
Gupta, Prakhar
;
Pagliardini, Matteo
01 July 2020
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Student Projects
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2020-06-22
18:49
PDF
Grimberg_personalizedFL
Privacy-preserving and Personalized Federated Machine Learning for Medical Data
Grimberg, Felix
;
Jaggi, Martin
;
Hartley, Mary-Anne
;
Colubri, Andres
[...]
18 June 2020
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Student Projects
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2020-06-22
09:58
PDF
Msc_semester_project_report_TTrébaol_cumulator
CUMULATOR — a tool to quantify and report the carbon footprint of machine learning computations and communication in academia and healthcare
Trébaol, Tristan
;
Hartley, Mary-Anne
;
Jaggi, Martin
19 June 2020
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Student Projects
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2020-05-17
12:35
PDF
Wang Pei_thesis
Transformer-Based Multi-lingual Sentence Embeddings
Pei, Wang
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Jaggi, Martin
;
Gupta, Prakhar
;
Pagliardini, Matteo
2019
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Student Projects
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2020-05-17
12:14
PDF
Automated Essay Scoring in Foreign Language Students Based on Deep Contextualised Word Representations
Automated Essay Scoring in Foreign Language Students Based on Deep Contextualised Word Representations
Ranković, Bojana
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Smirnow, Sarah
;
Jaggi, Martin
;
Tomasik, Martin J.
23 March 2020
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Conference Papers
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2020-05-15
11:51
PDF
dynamic_model_pruning_with_feedback
Dynamic Model Pruning with Feedback
Lin, Tao
;
Stich, Sebastian Urban
;
Barba Flores, Luis Felipe
;
Dmitriev, Daniil
[...]
OpenReview (2020)
2020
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Conference Papers
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2020-04-28
21:21
Multiple Files
thesis_sidak_second_order
Efficient second-order methods for model compression
Singh, Sidak Pal
;
Alistarh, Dan
06 April 2020
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Student Projects
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