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Publication search results
found 95 matches
- 2024
- Sushant Agarwal, Sanjay Saxena, Alessandro Carriero, Gian Luca Chabert, Gobinath Ravindran, Sudip Paul, John R. Laird, Deepak Garg, Mostafa Fatemi, Lopamudra Mohanty, Arun K. Dubey, Rajesh Singh, Mostafa M. Fouda, Narpinder Singh, Subbaram Naidu, Klaudija Viskovic, Melita Kukuljan, Manudeep K. Kalra, Luca Saba, Jasjit S. Suri:
COVLIAS 3.0: cloud-based quantized hybrid UNet3+ deep learning for COVID-19 lesion detection in lung computed tomography. Frontiers Artif. Intell. 7 (2024) - Tobias Grafke, Alessandro Laio:
Metadynamics for Transition Paths in Irreversible Dynamics. Multiscale Model. Simul. 22(1): 125-141 (2024) - Brian Plancher, Sebastian Büttrich, Jeremy Ellis, Neena Goveas, Laila D. Kazimierski, Jesús Alfonso López Sotelo, Milan Lukic, Diego Mendez, Rosdiadee Nordin, Andrés Oliva Trevisan, Massimo Pavan, Manuel Roveri, Marcus Rüb, Jackline Tum, Marian Verhelst, Salah Abdeljabar, Segun Adebayo, Thomas Amberg, Halleluyah Aworinde, José Bagur, Gregg Barrett, Nabil Benamar, Bharat S. Chaudhari, Ronald Criollo, David Cuartielles, José A. Ferreira Filho, Solomon Gizaw, Evgeni Gousev, Alessandro Grande, Shawn Hymel, Peter Ing, Prashant Manandhar, Pietro Manzoni, Boris Murmann, Eric Pan, Rytis Paskauskas, Ermanno Pietrosemoli, Tales C. Pimenta, Marcelo Rovai, Marco Zennaro, Vijay Janapa Reddi:
TinyML4D: Scaling Embedded Machine Learning Education in the Developing World. AAAI Spring Symposia 2024: 508-515 - Antonio Di Noia, Iuri Macocco, Aldo Glielmo, Alessandro Laio, Antonietta Mira:
Beyond the noise: intrinsic dimension estimation with optimal neighbourhood identification. CoRR abs/2405.15132 (2024) - Emily Cheng, Diego Doimo, Corentin Kervadec, Iuri Macocco, Jade Yu, Alessandro Laio, Marco Baroni:
Emergence of a High-Dimensional Abstraction Phase in Language Transformers. CoRR abs/2405.15471 (2024) - 2023
- Grant Rogers, Patrycja Koper, Cori Ruktanonchai, Nick W. Ruktanonchai, Edson Utazi, Dorothea Woods, Alexander Cunningham, Andrew J. Tatem, Jessica E. Steele, Shengjie Lai, Alessandro Sorichetta:
Exploring the Relationship between Temporal Fluctuations in Satellite Nightlight Imagery and Human Mobility across Africa. Remote. Sens. 15(17): 4252 (2023) - Lucrezia Valeriani, Diego Doimo, Francesca Cuturello, Alessandro Laio, Alessio Ansuini, Alberto Cazzaniga:
The geometry of hidden representations of large transformer models. NeurIPS 2023 - Lucrezia Valeriani, Diego Doimo, Francesca Cuturello, Alessandro Laio, Alessio Ansuini, Alberto Cazzaniga:
The geometry of hidden representations of large transformer models. CoRR abs/2302.00294 (2023) - Federica Gerace, Diego Doimo, Stefano Sarao Mannelli, Luca Saglietti, Alessandro Laio:
Optimal transfer protocol by incremental layer defrosting. CoRR abs/2303.01429 (2023) - Riccardo Rende, Federica Gerace, Alessandro Laio, Sebastian Goldt:
Optimal inference of a generalised Potts model by single-layer transformers with factored attention. CoRR abs/2304.07235 (2023) - 2022
- Mohit Agarwal, Sushant Agarwal, Luca Saba, Gian Luca Chabert, Suneet K. Gupta, Alessandro Carriero, Alessio Pasche, Pietro Danna, Armin Mehmedovic, Gavino Faa, Saurabh Shrivastava, Kanishka Jain, Harsh Jain, Tanay Jujaray, Inder M. Singh, Monika Turk, Paramjit S. Chadha, Amer M. Johri, Narendra N. Khanna, Sophie Mavrogeni, John R. Laird, David W. Sobel, Martin Miner, Antonella Balestrieri, Petros P. Sfikakis, George Tsoulfas, Durga Prasanna Misra, Vikas Agarwal, George D. Kitas, Jagjit S. Teji, Mustafa Al-Maini, Surinder K. Dhanjil, Andrew Nicolaides, Aditya Sharma, Vijay Rathore, Mostafa Fatemi, Azra Alizad, Pudukode R. Krishnan, Rajanikant R. Yadav, Frence Nagy, Zsigmond Tamás Kincses, Zoltan Ruzsa, Subbaram Naidu, Klaudija Viskovic, Manudeep K. Kalra, Jasjit S. Suri:
Eight pruning deep learning models for low storage and high-speed COVID-19 computed tomography lung segmentation and heatmap-based lesion localization: A multicenter study using COVLIAS 2.0. Comput. Biol. Medicine 146: 105571 (2022) - Jasmine K. Proud, Daniel T. H. Lai, Kurt L. Mudie, Greg L. Carstairs, Daniel C. Billing, Alessandro Garofolini, Rezaul K. Begg:
Exoskeleton Application to Military Manual Handling Tasks. Hum. Factors 64(3): 527-554 (2022) - Rodrigo Laigner, Diogo S. Mendonça, Alessandro F. Garcia, Marcos Kalinowski:
Cataloging dependency injection anti-patterns in software systems. J. Syst. Softw. 184: 111125 (2022) - Aldo Glielmo, Iuri Macocco, Diego Doimo, Matteo Carli, Claudio Zeni, Romina Wild, Maria d'Errico, Alex Rodriguez, Alessandro Laio:
DADApy: Distance-based analysis of data-manifolds in Python. Patterns 3(10): 100589 (2022) - Elena Tea Russo, Federico Barone, Alex Bateman, Stefano Cozzini, Marco Punta, Alessandro Laio:
DPCfam: Unsupervised protein family classification by Density Peak Clustering of large sequence datasets. PLoS Comput. Biol. 18(10): 1010610 (2022) - Pietro Albicocco, Wander Baldini, Samuel Belin, Valerio Bocci, Nikolay Bondar, Davide Brundu, Sandro Cadeddu, Alessandro Cardini, Maurizio Carletti, Giacomo Chiodi, Alexsei Chubykin, Vladimir Chulikov, Paolo Ciambrone, Liliana Congedo, Andrea Contu, Francesco Debernardis, Marco Antonio Desideri, Marilisa De Serio, Patrizia De Simone, Daniele Di Bari, Maurizio Gatta, Dmitrii Ilin, Anatoly Kashchuk, Sofia Kotriakhova, Adriano Lai, Roman Litvinov, Angelo Loi, Oleg Maev, Giuseppe Martellotti, Matteo Palutan, Alessandra Pastore, Davide Pinci, Biagio Saitta, Roberta Santacesaria, Marco Santimaria, Emanuele Santovetti, Alessandro Saputi, Celestina Satriano, Alessia Satta, Barbara Sciascia, Saverio Simone, Stefania Vecchi:
A Method Based on Muon System to Monitor LHCb Luminosity. Symmetry 14(5): 860 (2022) - Diego Doimo, Aldo Glielmo, Sebastian Goldt, Alessandro Laio:
Redundant representations help generalization in wide neural networks. NeurIPS 2022 - Paolo Muratore, Sina Tafazoli, Eugenio Piasini, Alessandro Laio, Davide Zoccolan:
Prune and distill: similar reformatting of image information along rat visual cortex and deep neural networks. NeurIPS 2022 - Aldo Glielmo, Iuri Macocco, Diego Doimo, Matteo Carli, Claudio Zeni, Romina Wild, Maria d'Errico, Alex Rodriguez, Alessandro Laio:
DADApy: Distance-based Analysis of DAta-manifolds in Python. CoRR abs/2205.03373 (2022) - Paolo Muratore, Sina Tafazoli, Eugenio Piasini, Alessandro Laio, Davide Zoccolan:
Prune and distill: similar reformatting of image information along rat visual cortex and deep neural networks. CoRR abs/2205.13816 (2022) - Iuri Macocco, Aldo Glielmo, Jacopo Grilli, Alessandro Laio:
Intrinsic dimension estimation for discrete metrics. CoRR abs/2207.09688 (2022) - 2021
- Elena Tea Russo, Alessandro Laio, Marco Punta:
Density Peak clustering of protein sequences associated to a Pfam clan reveals clear similarities and interesting differences with respect to manual family annotation. BMC Bioinform. 22(1): 121 (2021) - Luca Saba, Mohit Agarwal, Anubhav Patrick, Anudeep Puvvula, Suneet K. Gupta, Alessandro Carriero, John R. Laird, George D. Kitas, Amer M. Johri, Antonella Balestrieri, Zeno Falaschi, Alessio Pasche, Vijay Viswanathan, Ayman El-Baz, Iqbal Alam, Abhinav Jain, D. Subbaram Naidu, Ronald Oberleitner, Narendra N. Khanna, Arindam Bit, Mostafa Fatemi, Azra Alizad, Jasjit S. Suri:
Six artificial intelligence paradigms for tissue characterisation and classification of non-COVID-19 pneumonia against COVID-19 pneumonia in computed tomography lungs. Int. J. Comput. Assist. Radiol. Surg. 16(3): 423-434 (2021) - Carlo Lai, Gaia Romana Pellicano, Sara Iuliano, Chiara Ciacchella, Daniela Sambucini, Alessandro Gennaro, Sergio Salvatore:
Why people join pro-Ana online communities? A psychological textual analysis of eating disorder blog posts. Comput. Hum. Behav. 124: 106922 (2021) - Rodrigo Ochoa, Miguel A. Soler, Alessandro Laio, Pilar Cossio:
PARCE: Protocol for Amino acid Refinement through Computational Evolution. Comput. Phys. Commun. 260: 107716 (2021) - Maria d'Errico, Elena Facco, Alessandro Laio, Alex Rodriguez:
Automatic topography of high-dimensional data sets by non-parametric density peak clustering. Inf. Sci. 560: 476-492 (2021) - Emma Nichols, Foad Abd-Allah, Amir Abdoli, Ahmed Abualhasan, Eman Abu-Gharbieh, Ashkan Afshin, Rufus Akinyemi, Fahad Mashhour Alanezi, Vahid Alipour, Amir Almasi-Hashiani, Jalal Arabloo, Amir Ashraf-Ganjouei, Getinet Ayano, José Luis Ayuso-Mateos, Atif Amin Baig, Maciej Banach, Miguel A. Barboza, Suzanne Lyn Barker-Collo, Bernhard T. Baune, Akshaya Srikanth Bhagavathula, Krittika Bhattacharyya, Ali Bijani, Atanu Biswas, Archith Boloor, Carol Brayne, Hermann Brenner, Katrin Burkart, Sharath Burugina Nagaraja, Felix Carvalho, Luis F. S. Castro-de-Araujo, Ferrán Catalá-López, Ester Cerin, Nicolas Cherbuin, Dinh-Toi Chu, Xiaochen Dai, Antonio Reis de Sá-Junior, Shirin Djalalinia, Abdel Douiri, David Edvardsson, Shaimaa I. El-Jaafary, Sharareh Eskandarieh, Andre Faro, Farshad Farzadfar, Valery Feigin, Seyed-Mohammad Fereshtehnejad, Eduarda Fernandes, Pietro Ferrara, Irina Filip, Florian Fischer, Shilpa Gaidhane, Lucia Galluzzo, Gebreamlak Gebremedhn Gebremeskel, Ahmad Ghashghaee, Alessandro Gialluisi, Elena V. Gnedovskaya, Mahaveer Golechha, Rajeev Gupta, Vladimir Hachinski, Mohammad R. Haider, Teklehaimanot Gereziher Haile, Mohammad Hamiduzzaman, Graeme J. Hankey, Simon I. Hay, Golnaz Heidari, Reza Heidari-Soureshjani, Hung Chak Ho, Mowafa S. Househ, Bing-Fang Hwang, Licia Iacoviello, Olayinka Stephen Ilesanmi, Irena M. Ilic, Milena D. Ilic, Seyed Sina Naghibi Irvani, Masao Iwagami, Ihoghosa Osamuyi Iyamu, Ravi Prakash Jha, Rizwan Kalani, André Karch, Ayele Semachew Kasa, Yousef S. Khader, Ejaz Ahmad Khan, Mahalaqua Nazli Khatib, Yun Jin Kim, Sezer Kisa, Adnan Kisa, Mika Kivimäki, Ai Koyanagi, Manasi Kumar, Iván Landires, Savita Lasrado, Bingyu Li, Stephen S. Lim, Xuefeng Liu, Shilpashree Madhava Kunjathur, Azeem Majeed, Preeti Malik, Man Mohan Mehndiratta, Ritesh G. Menezes, Yousef Mohammad, Salahuddin Mohammed, Ali H. Mokdad, Mohammad Ali Moni, Gabriele Nagel, Muhammad Naveed, Vinod C. Nayak, Cuong Tat Nguyen, Thi Lan Huong Nguyen, Virginia Nunez-Samudio, Andrew T. Olagunju, Samuel M. Ostroff, Nikita Otstavnov, Mayowa Owolabi, Fatemeh Pashazadeh Kan, Urvish K. Patel, Michael R. Phillips, Michael A. Piradov, Constance Dimity Pond, Faheem Hyder Pottoo, Sergio I. Prada, Amir Radfar, Fakher Rahim, Juwel Rana, Vahid Rashedi, Salman Rawaf, David Laith Rawaf, Nickolas Reinig, Andre M. N. Renzaho, Nima Rezaei, Aziz Rezapour, Michele Romoli, Gholamreza Roshandel, Perminder S. Sachdev, Amirhossein Sahebkar, Mohammad Ali Sahraian, Mehrnoosh Samaei, Mete Saylan, Feng Sha, Masood Ali Shaikh, Kenji Shibuya, Mika Shigematsu, Jae Il Shin, Rahman Shiri, Diego Augusto Santos Silva, Jasvinder A. Singh, Deepika Singhal, Valentin Yurievich Skryabin, Anna Aleksandrovna Skryabina, Amin Soheili, Houman Sotoudeh, Emma Elizabeth Spurlock, Cassandra E. I. Szoeke, Rafael Tabarés-Seisdedos, Biruk Wogayehu Taddele, Marcos Roberto Tovani-Palone, Gebiyaw Wudie Tsegaye, Marco Vacante, Narayanaswamy Venketasubramanian, Simone Vidale, Vasily Vlassov, Giang Thu Vu, Yuan-Pang Wang, Jordan Weiss, Abrha Hailay Weldemariam, Ronny Westerman, Anders Wimo, Andrea Sylvia Winkler, Chenkai Wu, Ali Yadollahpour, Metin Yesiltepe, Naohiro Yonemoto, Chuanhua Yu, Mikhail Sergeevich Zastrozhin, Anasthasia Zastrozhina, Zhi-Jiang Zhang, Christopher J. L. Murray, Theo Vos:
Use of multidimensional item response theory methods for dementia prevalence prediction: an example using the Health and Retirement Survey and the Aging, Demographics, and Memory Study. BMC Medical Informatics Decis. Mak. 21(1): 241 (2021) - Aiwen Lai, Sébastien Lahaye, Alessandro Giua:
Verification of Detectability for Unambiguous Weighted Automata. IEEE Trans. Autom. Control. 66(3): 1437-1444 (2021) - Aldo Glielmo, Claudio Zeni, Bingqing Cheng, Gábor Csányi, Alessandro Laio:
Ranking the information content of distance measures. CoRR abs/2104.15079 (2021) - Diego Doimo, Aldo Glielmo, Sebastian Goldt, Alessandro Laio:
Representation mitosis in wide neural networks. CoRR abs/2106.03485 (2021)
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