Deep and Structured Machine Learning

Personalized Algorithmic Recourse with Preference Elicitation
De Toni, Giovanni; Viappiani, Paolo; Teso, Stefano; Lepri, Bruno; Passerini, Andrea in TRANSACTIONS ON MACHINE LEARNING RESEARCH, v. 2024, (2024). - Publication URL

SpectralCLIP: Preventing Artifacts in Text-Guided Style Transfer From a Spectral Perspective
Xu, Zipeng; Xing, Songlong; Sangineto, Enver; Sebe, Nicu in Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), New York City, New York: IEEE, 2024, p. 5121-5130. Proceedings of: IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa, Hawaii, USA, 4th January-8th January 2024. - Publication URL

VM-NeRF: Tackling Sparsity in NeRF with View Morphing
Bortolon, Matteo; Del Bue, Alessio; Poiesi, Fabio in Conference proceedings Image Analysis and Processing – ICIAP 2023, Heidelberg;: Springer Nature, 2023, p. 63-74. - (LECTURE NOTES IN COMPUTER SCIENCE). - ISBN: 978-3-031-43152-4. Proceedings of: ICIAP, Udine, 11 Settembre 2023. - DOI: 10.1007/978-3-031-43153-1_6

Global Explainability of GNNs via Logic Combination of Learned Concepts
Azzolin, Steve; Longa, Antonio; Barbiero, Pietro; Lio, Pietro; Passerini, Andrea in ICLR 2023, online: online, 2023, p. 1-19. Proceedings of: ICLR, Kigali, Rwanda, May 1 — 5, 2023. - Publication URL

The MONET dataset: Multimodal drone thermal dataset recorded in rural scenarios
Riz, L.; Caraffa, A.; Bortolon, M.; Mekhalfi, M. L.; Boscaini, D.; Moura, A.; Antunes, J.; Dias, A.; Silva, H.; Leonidou, A.; Constantinides, C.; Keleshis, C.; Abate, D.; Poiesi, F. in IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, Vancouver;: IEEE Computer Society, 2023, p. 2546-2554. - (IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS). - ISBN: 979-8-3503-0249-3. Proceedings of: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2023, can, 2023. - DOI: 10.1109/CVPRW59228.2023.00253

Adaptation of Student Behavioural Routines during COVID-19: A Multimodal Approach
Girardini, Nicolò A.; Centellegher, Simone; Passerini, Andrea; Bison, Ivano; Giunchiglia, Fausto; Lepri, Bruno in 9th International Conference on Computational Social Science, 2023. Proceedings of: iC2S2, Copenhagen, Denmark, July 17-20, 2023. - Publication URL

Dynamically Instance-Guided Adaptation: A Backward-free Approach for Test-Time Domain Adaptive Semantic Segmentation
Wang, Wei; Zhong, Zhun; Wang, Weijie; Chen, Xi; Ling, Charles; Wang, Boyu; Sebe, Nicu in IEEE/CVF Conference on Computer Vision and Pattern Recognition, Piscataway, NJ USA: IEEE, 2023, p. 24090-24099. - (PROCEEDINGS IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION). - ISBN: 979-8-3503-0129-8. Proceedings of: IEEE/CVF Conference on Computer Vision and Pattern Recognition, Vancouver, Canada, 17-24 June 2023. - Publication URL . - DOI: 10.1109/CVPR52729.2023.02307

Let's ViCE! Mimicking Human Cognitive Behavior in Image Generation Evaluation
Betti, Federico; Staiano, Jacopo; Baraldi, Lorenzo; Baraldi, Lorenzo; Cucchiara, Rita; Sebe, Nicu in MM '23: Proceedings of the 31st ACM International Conference on Multimedia, New York: ACM, 2023, p. 9306-9312. - ISBN: 9798400701085. Proceedings of: ACM Multimedia, Ottawa, Canada, October 2023. - DOI: 10.1145/3581783.3612706

Adaptation of student behavioural routines during Covid-19: a multimodal approach
Girardini, Nicolò Alessandro; Centellegher, Simone; Passerini, Andrea; Bison, Ivano; Giunchiglia, Fausto; Lepri, Bruno in EPJ DATA SCIENCE, v. 12, n. 1 (2023). - Publication URL . - DOI: 10.1140/epjds/s13688-023-00429-y

Environmentally-Aware Bundle Recommendation Using the Choquet Integral
Bronzini, Marco; Robbi, Erich; Viappiani, Paolo; Passerini, Andrea in ECAI 2023, Amsterdam: IOS Press, 2023, p. 3182-3189. - (FRONTIERS IN ARTIFICIAL INTELLIGENCE AND APPLICATIONS). - ISBN: 9781643684369. Proceedings of: Prestigious Applications of Intelligent Systems (PAIS 2023), Krakov, 03/10/2023. - Publication URL . - DOI: 10.3233/FAIA230639

The Unreasonable Effectiveness of Large Language-Vision Models for Source-free Video Domain Adaptation
Zara, Giacomo; Conti, Alessandro; Roy, Subhankar; Lathuilière, Stéphane; Rota, Paolo; Ricci, Elisa in International Conference on Computer Vision, Paris: The Computer Vision Foundation, 2023. Proceedings of: International Conference on Computer Vision, Paris, 02-10-2023. - DOI: 10.48550/ARXIV.2308.09139

Vocabulary-free Image Classification
Conti, Alessandro; Fini, Enrico; Mancini, Massimiliano; Rota, Paolo; Wang, Yiming; Ricci, Elisa in Neural Information Processing Systems, New Orleans: The Neural Information Processing Systems Foundation, 2023. - (ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS). Proceedings of: Neural Information Processing Systems, New Orleans, 10-12-2023. - DOI: 10.48550/ARXIV.2306.00917

ConfMix: Unsupervised Domain Adaptation for Object Detection via Confidence-based Mixing
Mattolin, Giulio; Zanella, Luca; Ricci, Elisa; Wang, Yiming in Proceedings of 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA: IEEE COMPUTER SOC, 2023, p. 423-433. - ISBN: 978-1-6654-9346-8. Proceedings of: Winter Conference on Applications of Computer Vision, Waikoloa, 3rd Jan-7th Jan 2023. - DOI: 10.1109/WACV56688.2023.00050

Spatio-Temporal Graph Diffusion for Text-Driven Human Motion Generation
Liu, Chang; Zhao, Mengyi; Ren, Bin; Liu, Mengyuan; Sebe, Nicu in British Machine Vision Conference, 2023. Proceedings of: BMVC, Aberdeen, UK, 20th November - 24th November 2023

NERFBK: A HOLISTIC DATASET FOR BENCHMARKING NERF-BASED 3D RECONSTRUCTION
Yan, Ziyang; Mazzacca, Gabriele; Rigon, Simone; Mariarosaria Farella, Elisa; Trybala, Pawel; Remondino, Fabio 2023

Meta-Path Learning for Multi-relational Graph Neural Networks
Ferrini, Francesco; Longa, Antonio; Passerini, Andrea; Jaeger, Manfred in The Second Learning on Graphs Conference, SL: SN, 2023. Proceedings of: LOG 2023, Virtual, 27th Nov-30th Nov 2023

Rotation Synchronization via Deep Matrix Factorization
Tejus, Gk; Zara, Giacomo; Rota, Paolo; Fusiello, Andrea; Ricci, Elisa; Arrigoni, Federica in 2023 IEEE International Conference on Robotics and Automation (ICRA), Piscataway, NJ USA: IEEE, 2023, p. 2113-2119. - ISBN: 979-8-3503-2365-8. Proceedings of: ICRA 2023, London, 29 May 2023 - 02 June 2023. - Publication URL . - DOI: 10.1109/ICRA48891.2023

AutoLabel: CLIP-based framework for Open-set Video Domain Adaptation
Zara, G; Roy, S; Rota, P; Ricci, E in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA: IEEE COMPUTER SOC, 2023, p. 11504-11513. - (PROCEEDINGS IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION). - ISBN: 979-8-3503-0129-8. Proceedings of: CVPR, Vancouver BC, Canada, 17-24 June 2023. - Publication URL . - DOI: 10.1109/CVPR52729.2023.01107

On the Effectiveness of LayerNorm Tuning for Continual Learning in Vision Transformers
De Min, Thomas.; Mancini, Massimiliano; Alahari, Karteek; Alameda-Pineda, Xavier.; Ricci, Elisa in 2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), Piscataway, NJ USA: IEEE Computer Society, 2023, p. 3577-3586. - (... IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION WORKSHOPS). - ISBN: 979-8-3503-0744-3. Proceedings of: ICCV-WS, Parigi, Francia, 2nd - 6th October 2023. - Publication URL . - DOI: 10.1109/ICCVW60793.2023.00385

The Unreasonable Effectiveness of Large Language-Vision Models for Source-free Video Domain Adaptation
Zara, Giacomo; Conti, Alessandro; Roy, Subhankar; Lathuilière, Stéphane; Rota, Paolo; Ricci, Elisa in 2023 IEEE/CVF International Conference on Computer Vision (ICCV), Piscataway, NJ USA: IEEE Computer Society, 2023, p. 10273-10283. - (PROCEEDINGS IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION). - ISBN: 979-8-3503-0718-4. Proceedings of: ICCV 2024, Parigi, Francia, 01-06 October 2023. - Publication URL . - DOI: 10.1109/ICCV51070.2023.00946

Object-aware Gaze Target Detection
Tonini, Francesco; Dall'Asen, Nicola; Beyan, Cigdem; Ricci, Elisa in IEEE/CVF International Conference on Computer Vision (ICCV), Paris: IEEE, 2023. Proceedings of: IEEE/CVF ICCV, paris, 2th Oct 2023 – 6th Oct 2023

StylerDALLE: Language-Guided Style Transfer Using a Vector-Quantized Tokenizer of a Large-Scale Generative Model
Xu, Zipeng; Sangineto, Enver; Sebe, Nicu in International Conference on Computer Vision, Piscataway, NJ USA: IEEE, 2023, p. 7567-7577. - (PROCEEDINGS IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION). - ISBN: 979-8-3503-0718-4. Proceedings of: ICCV, Paris, France, 01-06 October 2023. - Publication URL . - DOI: 10.1109/ICCV51070.2023.00699

A Simple Latent Variable Model for Graph Learning and Inference
Jaeger, Manfred; Longa, Antonio; Azzolin, Steve; Schulte, Oliver; Passerini, Andrea in Proceedings of the Second Learning on Graphs Conference (LoG 2023), New York: ML Research Press, 2023, p. 1-18. - (PROCEEDINGS OF MACHINE LEARNING RESEARCH). Proceedings of: LOG 2023, virtual, 27th – 30th November 2023. - Publication URL

Global Explainability of GNNs via Logic Combination of Learned Concepts
Azzolin, Steve; Longa, Antonio; Barbiero, Pietro; Liò, Pietro; Passerini, Andrea in The First Learning on Graphs Conference, SL: SN, 2023, p. 1-16. Proceedings of: LOG 2022, Virtual event, 9–12 December, 2022.. - Publication URL

Synthesizing explainable counterfactual policies for algorithmic recourse with program synthesis
De Toni, G.; Lepri, B.; Passerini, A. in MACHINE LEARNING, v. 2023, (2023). - DOI: 10.1007/s10994-022-06293-7

Unleashing the Transferability Power of Unsupervised Pre-Training for Emotion Recognition in Masked and Unmasked Facial Images
Dinca, Moreno; Beyan, Cigdem; Niewiadomski, Radoslaw; Barattin, Simone; Sebe, Nicu in IEEE ACCESS, v. 2023, 11, (2023), p. 90876-90890. - Publication URL . - DOI: 10.1109/ACCESS.2023.3308047

Graph-Based Generative Face Anonymisation with Pose Preservation
Dall'Asen, Nicola; Wang, Yiming; Tang, Hao; Zanella, Luca; Ricci, Elisa in Image Analysis and Processing ICIAP 2022 21st International Conference, Proceedings, Part II, GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND: SPRINGER INTERNATIONAL PUBLISHING AG, 2022, p. 503-515. - ISBN: 978-3-031-06430-2. Proceedings of: International Conference on Image Analysis and Processing, Lecce, 23rd May-27th May 2022. - DOI: 10.1007/978-3-031-06430-2_42

Dual-Head Contrastive Domain Adaptation for Video Action Recognition.
Costa, Da; Zara, G.; Rota, P.; Oliveira-Santos, T.; Sebe, N.; Murino, V.; Ricci, Elisa in Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, Waikoloa, HI, USA: IEEE, 2022, p. 2234-2243. - ISBN: 978-1-6654-0915-5. Proceedings of: WACV2022, Waikoloa, HI, USA, 3-8 January 2022. - Publication URL . - DOI: 10.1109/WACV48630.2021

Multimodal Emotion Recognition with Modality-Pairwise Unsupervised Contrastive Loss
Franceschini, Riccardo; Fini, Enrico; Beyan, Cigdem; Conti, Alessandro; Arrigoni, Federica; Ricci, Elisa in 26st International Conference on Pattern Recognition (ICPR) 2022, New York, USA: IEEE/ IAPR, 2022, p. 2589-2596. - (INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION). - ISBN: 978-1-6654-9062-7. Proceedings of: ICPR, Montreal, Canada, 21th - 25 August 2022. - Publication URL . - DOI: 10.1109/ICPR56361.2022.9956589

Predict, Prevent, and Evaluate: Disentangled Text-Driven Image Manipulation Empowered by Pre-Trained Vision-Language Model
Xu, Z.; Lin, T.; Tang, H.; Li, F.; He, D.; Sebe, N.; Timofte, R.; Van Gool, L.; Ding, E. in Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Piscataway, NJ USA: IEEE Computer Society, 2022, p. 18208-18217. - (PROCEEDINGS IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION). - ISBN: 978-1-6654-6946-3. Proceedings of: 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022, usa, 2022. - Publication URL . - DOI: 10.1109/CVPR52688.2022.01769

Unsupervised Domain Adaptation for Video Transformers in Action Recognition
da Costa, Victor G. Turrisi; Zara, Giacomo; Rota, Paolo; Oliveira-Santos, Thiago; Sebe, Nicu; Murino, Vittorio; Ricci, Elisa in International Conference on Pattern Recognition, New York: IEEE, 2022, p. 1258-1265. - (PROCEEDINGS INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION). - ISBN: 978-1-6654-9062-7. Proceedings of: 26th International Conference on Pattern Recognition (ICPR), Montreal, 2022. - Publication URL . - DOI: 10.1109/ICPR56361.2022.9956679

Multimodal Across Domains Gaze Target Detection
Tonini, Francesco; Beyan, Cigdem; Ricci, Elisa in The 24th ACM International Conference on Multimodal Interaction (ICMI 2022), New York, USA: ACM, 2022, p. 420-431. - ISBN: 9781450393904. Proceedings of: ACM ICMI, Bengaluru (Bangalore), India (HYBRID), 7-11 November 2022. - Publication URL . - DOI: 10.1145/3536221.3556624

Class-Incremental Novel Class Discovery
Roy, Subhankar; Liu, Mingxuan; Zhong, Zhun; Sebe, Nicu; Ricci, Elisa in European Conference on Computer Vision (ECCV), Heidelberg: Springer, 2022, p. 317-333. - (LECTURE NOTES IN COMPUTER SCIENCE). - ISBN: 978-3-031-19826-7. Proceedings of: European Conference on Computer Vision (ECCV), Tel Aviv, 23-27 October 2022. - Publication URL . - DOI: 10.1007/978-3-031-19827-4_19

Cluster-level pseudo-labelling for source-free cross-domain facial expression recognition
Conti, Alessandro; Rota, Paolo; Wang, Yiming; Ricci, Elisa in British Machine Vision Conference, London: The British Machine Vision Association, 2022. Proceedings of: British Machine Vision Conference, London, 21-11-2022. - DOI: 10.48550/ARXIV.2210.05246

Can Emotion Carriers Explain Automatic Sentiment Prediction? A Study on Personal Narratives
Mousavi, M.; Roccabruna, G.; Tammewar, A.; Azzolin, Steve; Riccardi, G. in Workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis, Dublin: ACL, 2022. Proceedings of: Workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis, Dublin, 23rd - 27th May 2022. - Publication URL
[other topics: Language, Speech and Interaction

Multi-source Multi-domain Sentiment Analysis with BERT-based Models
Roccabruna, G.; Azzolin, Steve; Riccardi, G. in European Language Resources Association, Parigi: European Language Resources Association, 2022, p. 581-589. - ISBN: 979-10-95546-72-6. Proceedings of: LREC, Marsiglia, 20th June - 25th June 2022. - Publication URL
[other topics: Language, Speech and Interaction

Constraints on Higgs boson production with large transverse momentum using H →b b ¯ decays in the ATLAS detector
Aad, G.; Abbott, B.; Abbott, D. C.; Abed Abud, A.; Abeling, K.; Abhayasinghe, D. K.; Abidi, S. H.; Aboulhorma, A.; Abramowicz, H.; Abreu, H.; Abulaiti, Y.; Abusleme Hoffman, A. C.; Acharya, B. S.; Achkar, B.; Adam, L.; Adam Bourdarios, C.; Adamczyk, L.; Adamek, L.; Addepalli, S. V.; Adelman, J.; Adiguzel, A.; Adorni, S.; Adye, T.; Affolder, A. A.; Afik, Y.; Agapopoulou, C.; Agaras, M. N.; Agarwala, J.; Aggarwal, A.; Agheorghiesei, C.; Aguilar-Saavedra, J. A.; Ahmad, A.; Ahmadov, F.; Ahmed, W. S.; Ai, X.; Aielli, G.; Aizenberg, I.; Akatsuka, S.; Akbiyik, M.; Akesson, T. P. A.; Akimov, A. V.; Al Khoury, K.; Alberghi, G. L.; Albert, J.; Albicocco, P.; Alconada Verzini, M. J.; Alderweireldt, S.; Aleksa, M.; Aleksandrov, I. N.; Alexa, C.; Alexopoulos, T.; Alfonsi, A.; Alfonsi, F.; Alhroob, M.; Ali, B.; Ali, S.; Aliev, M.; Alimonti, G.; Allaire, C.; Allbrooke, B. M. M.; Allport, P. P.; Aloisio, A.; Alonso, F.; Alpigiani, C.; Alunno Camelia, E.; Alvarez Estevez, M.; Alviggi, M. G.; Amaral Coutinho, Y.; Ambler, A.; Ambroz, L.; Amelung, C.; Amidei, D.; Amor Dos Santos, S. P.; Amoroso, S.; Amos, K. R.; Amrouche, C. S.; Ananiev, V.; Anastopoulos, C.; Andari, N.; Andeen, T.; Anders, J. K.; Andrean, S. Y.; Andreazza, A.; Angelidakis, S.; Angerami, A.; Anisenkov, A. V.; Annovi, A.; Antel, C.; Anthony, M. T.; Antipov, E.; Antonelli, M.; Antrim, D. J. A.; Anulli, F.; Aoki, M.; Aparisi Pozo, J. A.; Aparo, M. A.; Aperio Bella, L.; Aranzabal, N.; Araujo Ferraz, V.; Arcangeletti, C.; Arce, A. T. H.; Arena, E.; Arguin, J. -F.; Argyropoulos, S.; Arling, J. -H.; Armbruster, A. J.; Armstrong, A.; Arnaez, O.; Arnold, H.; Arrubarrena Tame, Z. P.; Artoni, G.; Asada, H.; Asai, K.; Asai, S.; Asbah, N. A.; Asimakopoulou, E. M.; Asquith, L.; Assahsah, J.; Assamagan, K.; Astalos, R.; Atkin, R. J.; Atkinson, M.; Atlay, N. B.; Atmani, H.; Atmasiddha, P. A.; Augsten, K.; Auricchio, S.; Austrup, V. A.; Avner, G.; Avolio, G.; Ayoub, M. K.; Azuelos, G.; Babal, D.; Bachacou, H.; Bachas, K.; Bachiu, A.; Backman, F.; Badea, A.; Bagnaia, P.; Bahrasemani, H.; Bailey, A. J.; Bailey, V. R.; Baines, J. T.; Bakalis, C.; Baker, O. K.; Bakker, P. J.; Bakos, E.; Bakshi Gupta, D.; Balaji, S.; Balasubramanian, R.; Baldin, E. M.; Balek, P.; Ballabene, E.; Balli, F.; Baltes, L. M.; Balunas, W. K.; Balz, J.; Banas, E.; Bandieramonte, M.; Bandyopadhyay, A.; Bansal, S.; Barak, L.; Barberio, E. L.; Barberis, D.; Barbero, M.; Barbour, G.; Barends, K. N.; Barillari, T.; Barisits, M. -S.; Barkeloo, J.; Barklow, T.; Barnett, B. M.; Barnett, R. M.; Baroncelli, A.; Barone, G.; Barr, A. J.; Barranco Navarro, L.; Barreiro, F.; Barreiro Guimaraes Da Costa, J.; Barron, U.; Barsov, S.; Bartels, F.; Bartoldus, R.; Bartolini, G.; Barton, A. E.; Bartos, P.; Basalaev, A.; Basan, A.; Baselga, M.; Bashta, I.; Bassalat, A.; Basso, M. J.; Basson, C. R.; Bates, R. L.; Batlamous, S.; Batley, J. R.; Batool, B.; Battaglia, M.; Bauce, M.; Bauer, F.; Bauer, P.; Bawa, H. S.; Bayirli, A.; Beacham, J. B.; Beau, T.; Beauchemin, P. H.; Becherer, F.; Bechtle, P.; Beck, H. P.; Becker, K.; Becot, C.; Beddall, A. J.; Bednyakov, V. A.; Bee, C. P.; Beermann, T. A.; Begalli, M.; Begel, M.; Behera, A.; Behr, J. K.; Beirao Da Cruz E Silva, C.; Beirer, J. F.; Beisiegel, F.; Belfkir, M.; Bella, G.; Bellagamba, L.; Bellerive, A.; Bellos, P.; Beloborodov, K.; Belotskiy, K.; Belyaev, N. L.; Benchekroun, D.; Benhammou, Y.; Benjamin, D. P.; Benoit, M.; Bensinger, J. R.; Bentvelsen, S.; Beresford, L.; Beretta, M.; Berge, D.; Bergeaas Kuutmann, E.; Berger, N.; Bergmann, B.; Bergsten, L. J.; Beringer, J.; Berlendis, S.; Bernardi, G.; Bernius, C.; Bernlochner, F. U.; Berry, T.; Berta, P.; Berthold, A.; Bertram, I. A.; Bessidskaia Bylund, O.; Bethke, S.; Betti, A.; Bevan, A. J.; Bhatta, S.; Bhattacharya, D. S.; Bhattarai, P.; Bhopatkar, V. S.; Bi, R.; Bi, R.; Bianchi, R. M.; Biebel, O.; Bielski, R.; Biesuz, N. V.; Biglietti, M.; Billoud, T. R. V.; Bindi, M.; Bingul, A.; Bini, C.; Biondi, S.; Biondini, A.; Birch-Sykes, C. J.; Bird, G. in PHYSICAL REVIEW D, v. 105, n. 9 (2022). - DOI: 10.1103/PhysRevD.105.092003
[other topics: Wireless Technology and Systems

Learning compositional programs with arguments and sampling
De Toni, Giovanni; Erculiani, Luca; Passerini, Andrea in Advances in Programming Languages and Neurosymbolic Systems Workshop, online: online, 2021. Proceedings of: AIPLANS, virtual, Dec. 14th, 2021

A general method for estimating the prevalence of influenza-like-symptoms with Wikipedia data
De Toni, Giovanni; Consonni, Cristian; Montresor, Alberto in PLOS ONE, v. 16, n. 28 (2021). - Publication URL . - DOI: 10.1371/journal.pone.0256858

Counter-acting Candida albicans-staphylococcus aureus mixed biofilm on titanium implants using microbial biosurfactants
Tambone, E.; Marchetti, A.; Ceresa, C.; Piccoli, F.; Anesi, A.; Nollo, G.; Caola, I.; Bosetti, M.; Fracchia, L.; Ghensi, P.; Tessarolo, F. in POLYMERS, v. 13, n. 15 (2021), p. 242001-242018. - Publication URL . - DOI: 10.3390/polym13152420

Pyglmnet: Python implementation of elastic-net regularized generalized linear models
Jas, Mainak; Achakulvisut, Titipat; Idrizović, Aid; Acuna, Daniel; Antalek, Matthew; Marques, Vinicius; Odland, Tommy; Garg, Ravi; Agrawal, Mayank; Umegaki, Yu; Foley, Peter; Fernandes, Hugo; Harris, Drew; Li, Beibin; Pieters, Olivier; Otterson, Scott; De Toni, Giovanni; Rodgers, Chris; Dyer, Eva; Hamalainen, Matti; Kording, Konrad; Ramkumar, Pavan in JOURNAL OF OPEN SOURCE SOFTWARE, v. 5, n. 47 (2020), p. 1959. - DOI: 10.21105/joss.01959

Exploiting Deep Neural Networks for Tweet-based Emoji Prediction
Catalin, Andrei; Zara, Giacomo; Nechaev, Yaroslav; Barlacchi, Gianni; Moschitti, Alessandro in Proceedings of the 2nd Workshop on Natural Language for ArtificialIntelligence (NL4AI 2018) co-located with 17th International Conferenceof the Italian Association for Artificial Intelligence (AI*IA 2018),Trento, Italy, November 22nd to 23rd, 2018, Italy: AIxIA, 2018, p. 116-128. Proceedings of: NLP4AI, NLP4AI, 2018. - Publication URL

Exploiting Deep Neural Networks for Tweet-based Emoji Prediction
Andrei, Catalin; Zara, Giacomo; Nechaev, Yaroslav; Barlacchi, Gianni; Moschitti, Alessandro in Proceedings of the 2nd Workshop on Natural Language for ArtificialIntelligence (NL4AI 2018) co-located with 17th International Conferenceof the Italian Association for Artificial Intelligence (AI*IA 2018),Trento, Italy, November 22nd to 23rd, 2018, Italy: AIxIA, 2018, p. 116-128. Proceedings of: NLP4AI, NLP4AI, 2018. - Publication URL

A measurement of material in the ATLAS tracker using secondary hadronic interactions in 7TeV pp collisions
Aaboud, M.; Aad, G.; Abbott, B.; Abdallah, J.; Abdinov, O.; Abeloos, B.; Aben, R.; Abouzeid, O. S.; Abraham, N. L.; Abramowicz, H.; Abreu, H.; Abreu, R.; Abulaiti, Y.; Acharya, B. S.; Adamczyk, L.; Adams, D. L.; Adelman, J.; Adomeit, S.; Adye, T.; Affolder, A. A.; Agatonovic-Jovin, T.; Agricola, J.; Aguilar-Saavedra, J. A.; Ahlen, S. P.; Ahmadov, F.; Aielli, G.; Akerstedt, H.; Akesson, T. P. A.; Akimov, A. V.; Alberghi, G. L.; Albert, J.; Albrand, S.; Alconada Verzini, M. J.; Aleksa, M.; Aleksandrov, I. N.; Alexa, C.; Alexander, G.; Alexopoulos, T.; Alhroob, M.; Ali, B.; Aliev, M.; Alimonti, G.; Alison, J.; Alkire, S. P.; Allbrooke, B. M. M.; Allen, B. W.; Allport, P. P.; Aloisio, A.; Alonso, A.; Alonso, F.; Alpigiani, C.; Alstaty, M.; Alvarez Gonzalez, B.; Alvarez Piqueras, D.; Alviggi, M. G.; Amadio, B. T.; Amako, K.; Amaral Coutinho, Y.; Amelung, C.; Amidei, D.; Amor Dos Santos, S. P.; Amorim, A.; Amoroso, S.; Amundsen, G.; Anastopoulos, C.; Ancu, L. S.; Andari, N.; Andeen, T.; Anders, C. F.; Anders, G.; Anders, J. K.; Anderson, K. J.; Andreazza, A.; Andrei, V.; Angelidakis, S.; Angelozzi, I.; Anger, P.; Angerami, A.; Anghinolfi, F.; Anisenkov, A. V.; Anjos, N.; Annovi, A.; Antel, C.; Antonelli, M.; Antonov, A.; Anulli, F.; Aoki, M.; Aperio Bella, L.; Arabidze, G.; Arai, Y.; Araque, J. P.; Arce, A. T. H.; Arduh, F. A.; Arguin, J. -F.; Argyropoulos, S.; Arik, M.; Armbruster, A. J.; Armitage, L. J.; Arnaez, O.; Arnold, H.; Arratia, M.; Arslan, O.; Artamonov, A.; Artoni, G.; Artz, S.; Asai, S.; Asbah, N.; Ashkenazi, A.; Asman, B.; Asquith, L.; Assamagan, K.; Astalos, R.; Atkinson, M.; Atlay, N. B.; Augsten, K.; Avolio, G.; Axen, B.; Ayoub, M. K.; Azuelos, G.; Baak, M. A.; Baas, A. E.; Baca, M. J.; Bachacou, H.; Bachas, K.; Backes, M.; Backhaus, M.; Bagiacchi, P.; Bagnaia, P.; Bai, Y.; Baines, J. T.; Baker, O. K.; Baldin, E. M.; Balek, P.; Balestri, T.; Balli, F.; Balunas, W. K.; Banas, E.; Banerjee, Sw.; Bannoura, A. A. E.; Barak, L.; Barberio, E. L.; Barberis, D.; Barbero, M.; Barillari, T.; Barisits, M. -S.; Barklow, T.; Barlow, N.; Barnes, S. L.; Barnett, B. M.; Barnett, R. M.; Barnovska, Z.; Baroncelli, A.; Barone, G.; Barr, A. J.; Barranco Navarro, L.; Barreiro, F.; Barreiro Guimaraes Da Costa, J.; Bartoldus, R.; Barton, A. E.; Bartos, P.; Basalaev, A.; Bassalat, A.; Bates, R. L.; Batista, S. J.; Batley, J. R.; Battaglia, M.; Bauce, M.; Bauer, F.; Bawa, H. S.; Beacham, J. B.; Beattie, M. D.; Beau, T.; Beauchemin, P. H.; Bechtle, P.; Beck, H. P.; Becker, K.; Becker, M.; Beckingham, M.; Becot, C.; Beddall, A. J.; Beddall, A.; Bednyakov, V. A.; Bedognetti, M.; Bee, C. P.; Beemster, L. J.; Beermann, T. A.; Begel, M.; Behr, J. K.; Belanger-Champagne, C.; Bell, A. S.; Bella, G.; Bellagamba, L.; Bellerive, A.; Bellomo, M.; Belotskiy, K.; Beltramello, O.; Belyaev, N. L.; Benary, O.; Benchekroun, D.; Bender, M.; Bendtz, K.; Benekos, N.; Benhammou, Y.; Benhar Noccioli, E.; Benitez, J.; Benjamin, D. P.; Bensinger, J. R.; Bentvelsen, S.; Beresford, L.; Beretta, M.; Berge, D.; Bergeaas Kuutmann, E.; Berger, N.; Beringer, J.; Berlendis, S.; Bernard, N. R.; Bernius, C.; Bernlochner, F. U.; Berry, T.; Berta, P.; Bertella, C.; Bertoli, G.; Bertolucci, F.; Bertram, I. A.; Bertsche, C.; Bertsche, D.; Besjes, G. J.; Bessidskaia Bylund, O.; Bessner, M.; Besson, N.; Betancourt, C.; Bethani, A.; Bethke, S.; Bevan, A. J.; Bianchi, R. M.; Bianchini, L.; Bianco, M.; Biebel, O.; Biedermann, D.; Bielski, R.; Biesuz, N. V.; Biglietti, M.; Bilbao De Mendizabal, J.; Billoud, T. R. V.; Bilokon, H.; Bindi, M.; Binet, S.; Bingul, A.; Bini, C.; Biondi, S.; Bisanz, T.; Bjergaard, D. M.; Black, C. W.; Black, J. E.; Black, K. M.; Blackburn, D.; Blair, R. E.; Blanchard, J. -B.; Blazek, T.; Bloch, I.; Blocker, C.; Blum, W.; Blumenschein, U.; Blunier, S.; Bobbink, G. J.; Bobrovnikov, V. S.; Bocchetta, S. S.; Bocci, A.; Bock, C.; Boehler, M.; Boerner, D.; Bogaerts, J. A.; Bogavac, D.; Bogdanchikov, A. G.; Bohm, C.; Boisvert, V.; Bokan, P.; Bold, T.; Boldyrev, A. in JOURNAL OF INSTRUMENTATION, v. 11, n. 11 (2016). - DOI: 10.1088/1748-0221/11/11/P11020

Interactive Whiteboards in schools: problems and solutions
Ronchetti, Marco; Pilolli, Pietro; Bosetti, Massimo; Ruffoni, Matteo in RICERCAZIONE, v. 2012, 4, n. 2 (2012), p. 247-256

Breaking the vendor lock-in trap with WiildOS, an operating system to support interactive whiteboards
Pilolli, Pietro; Ruffoni, Matteo; Bosetti, Massimo; Ronchetti, Marco in Proceedings of World Conference on Educational Multimedia, Hypermedia and Telecommunications 2012, Chesapeake, VA, USA: AACE, 2012, p. 243-248. - ISBN: 1880094959. Proceedings of: ED-MEDIA 2012, Denver, CO, USA, June 25-29,2012. - Publication URL

Interactive Whiteboards in schools: problems and solutions
Ronchetti, Marco; Pilolli, Pietro; Bosetti, Massimo; Ruffoni, Matteo in RICERCAZIONE, v. 2012, 4, n. 2 (2012), p. 247-256

Breaking the vendor lock-in trap with WiildOS, an operating system to support interactive whiteboards
Pilolli, Pietro; Ruffoni, Matteo; Bosetti, Massimo; Ronchetti, Marco in Proceedings of World Conference on Educational Multimedia, Hypermedia and Telecommunications 2012, Chesapeake, VA, USA: AACE, 2012, p. 243-248. - ISBN: 1880094959. Proceedings of: ED-MEDIA 2012, Denver, CO, USA, June 25-29,2012. - Publication URL

Interactive whiteboards based on the WiiMote: validation on the field.
Bosetti, Massimo; Pilolli, Pietro; Ruffoni, Matteo; Ronchetti, Marco in 14th International Conference on Interactive Collaborative Learning (ICL2011) ̶ 11th International Conference Virtual University, Kassel: Kassel University Press, 2011, p. 269-273. - ISBN: 9781457717468. Proceedings of: ICL2011, Piešťany, Slovakia, 21- 23 Sept 2011. - Publication URL . - DOI: 10.1109/ICL.2011.6059588

Interactive whiteboards based on the WiiMote: validation on the field.
Bosetti, Massimo; Pilolli, Pietro; Ruffoni, Matteo; Ronchetti, Marco in 14th International Conference on Interactive Collaborative Learning (ICL2011) ̶ 11th International Conference Virtual University, Kassel: Kassel University Press, 2011, p. 269-273. - ISBN: 9781457717468. Proceedings of: ICL2011, Piešťany, Slovakia, 21- 23 Sept 2011. - Publication URL . - DOI: 10.1109/ICL.2011.6059588