Bernardino Romera-Paredes - researchr alias

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Viewing Publication 1 - 26 from 26

2024

Mathematical discoveries from program search with large language modelsBernardino Romera-Paredes, Mohammadamin Barekatain, Alexander Novikov 0001, Matej Balog, M. Pawan Kumar, Emilien Dupont, Francisco J. R. Ruiz, Jordan S. Ellenberg, Pengming Wang, Omar Fawzi, Pushmeet Kohli, Alhussein Fawzi. nature, 625(7995):468-475, January 2024. [doi]

2022

Discovering faster matrix multiplication algorithms with reinforcement learningAlhussein Fawzi, Matej Balog, Aja Huang, Thomas Hubert, Bernardino Romera-Paredes, Mohammadamin Barekatain, Alexander Novikov 0001, Francisco J. R. Ruiz, Julian Schrittwieser, Grzegorz Swirszcz, David Silver, Demis Hassabis, Pushmeet Kohli. nature, 610(7930):47-53, 2022. [doi]

2019

The U-net and its impact to medical imaging (Conference Presentation)Bernardino Romera-Paredes. micad 2019: [doi]

2018

2016

Applying machine learning to automated segmentation of head and neck tumour volumes and organs at risk on radiotherapy planning CT and MRI scansCarlton Chu, Jeffrey De Fauw, Nenad Tomasev, Bernardino Romera-Paredes, Cían Hughes, Joseph R. Ledsam, Trevor Back, Hugh Montgomery, Geraint Rees 0001, Rosalind Raine, Kevin Sullivan, Syed Ali Moinuddin, Derek D'Souza, Olaf Ronneberger, Ruheena Mendes, Julien Cornebise. f1000research, 5:2104, 2016. [doi]

Knowing who to listen to: Prioritizing experts from a diverse ensemble for attribute personalizationShrenik Lad, Bernardino Romera-Paredes, Julien P. C. Valentin, Philip H. S. Torr, Devi Parikh. icip 2016: 4463-4467 [doi]

The Benefit of Multitask Representation LearningAndreas Maurer, Massimiliano Pontil, Bernardino Romera-Paredes. jmlr, 17, 2016. [doi]

Recurrent Instance SegmentationBernardino Romera-Paredes, Philip Hilaire Sean Torr. eccv 2016: 312-329 [doi]

2015

2014

An Inequality with Applications to Structured Sparsity and Multitask Dictionary LearningAndreas Maurer, Massimiliano Pontil, Bernardino Romera-Paredes. colt 2014: 440-460 [doi]

Multitask and transfer learning for multi-aspect dataBernardino Romera-Paredes. PhD thesis, University College London, UK, 2014. [doi]

Facial expression tracking from head-mounted, partially observing camerasBernardino Romera-Paredes, Cha Zhang, Zhengyou Zhang. icmcs 2014: 1-6 [doi]

2013

Getting RID of pain-related behaviour to improve social and self perception: A technology-based perspectiveMin S. H. Aung, Bernardino Romera-Paredes, Aneesha Singh, S. Lim, N. Kanakam, Amanda C. de C. Williams, Nadia Bianchi-Berthouze. wiamis 2013: 1-4 [doi]

Laughter Type Recognition from Whole Body MotionHarry J. Griffin, Min S. H. Aung, Bernardino Romera-Paredes, Ciaran McLoughlin, Gary McKeown, William Curran, Nadia Bianchi-Berthouze. acii 2013: 349-355 [doi]

Sparse coding for multitask and transfer learningAndreas Maurer, Massimiliano Pontil, Bernardino Romera-Paredes. icml 2013: 343-351 [doi]

A One-Vs-One Classifier Ensemble With Majority Voting for Activity RecognitionBernardino Romera-Paredes, Min S. H. Aung, Nadia Bianchi-Berthouze. esann 2013: [doi]

Multilinear Multitask LearningBernardino Romera-Paredes, Hane Aung, Nadia Bianchi-Berthouze, Massimiliano Pontil. icml 2013: 1444-1452 [doi]

Transfer learning to account for idiosyncrasy in face and body expressionsBernardino Romera-Paredes, Min S. H. Aung, Massimiliano Pontil, Nadia Bianchi-Berthouze, Amanda C. de C. Williams, Paul Watson. fgr 2013: 1-6 [doi]

A New Convex Relaxation for Tensor CompletionBernardino Romera-Paredes, Massimiliano Pontil. nips 2013: 2967-2975 [doi]

2012

Exploiting Unrelated Tasks in Multi-Task LearningBernardino Romera-Paredes, Andreas Argyriou, Nadia Berthouze, Massimiliano Pontil. jmlr, 22:951-959, 2012. [doi]

2011

Emotion recognition by two view SVM_2K classifier on dynamic facial expression featuresHongying Meng, Bernardino Romera-Paredes, Nadia Bianchi-Berthouze. fgr 2011: 854-859 [doi]

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