Generalization bounds for mixing processes via delayed online-to-PAC conversions

Autor: Abeles, Baptiste, Clerico, Eugenio, Neu, Gergely

We study the generalization error of statistical learning algorithms in a non-i.i.d. setting, where the training data is sampled from a stationary mixing process. We develop an analytic framework for this scenario based on a reduction to online learn

Externí odkaz: http://arxiv.org/abs/2406.12600

Pyramidal Blur Aware X-Corner Chessboard Detector

Autor: Abeles, Peter

With camera resolution ever increasing and the need to rapidly recalibrate robotic platforms in less than ideal environments, there is a need for faster and more robust chessboard fiducial marker detectors. A new chessboard detector is proposed that

Externí odkaz: http://arxiv.org/abs/2110.13793

Common antibiotics, azithromycin and amoxicillin, affect gut metagenomics within a household

Autor: Jessica Chopyk, Ana Georgina Cobián Güemes, Claudia Ramirez-Sanchez, Hedieh Attai, Melissa Ly, Marcus B. Jones, Roland Liu, Chenyu Liu, Kun Yang, Xin M. Tu, Shira R. Abeles, Karen Nelson, David T. Pride

Publikováno v: BMC Microbiology, Vol 23, Iss 1, Pp 1-13 (2023)

Abstract Background The microbiome of the human gut serves a role in a number of physiological processes, but can be altered through effects of age, diet, and disturbances such as antibiotics. Several studies have demonstrated that commonly used anti

Externí odkaz: https://doaj.org/article/12cfad3da9ce43b58accbd3c063993a5

National study of NAFLD management identifies variation in delivery of care in the UK between 2019 to 2022

Autor: Wenhao Li, David Sheridan, Stuart McPherson, William Alazawi, Kush Abeysekera, Tom Marjot, Paul Brennan, Sara Mahgoub, Tessa Cacciottolo, Theresa Hydes, Tim Hardy, Gio McGinty, Oliver Tavabie, Jennifer Cathcart, Chirantha Premathilaka, Ashis Mukhopadhya, Arshiya Bhat, Shahnaz Begum, Bashar Abushaban, Meha Bhuva, Sophie Sinclair, Damien Leith, Cullen McCulloch, Joanna Leithead, Richard Fox, Muhammad Haris Shah, Eugene Campbell, Edward Brown, Dina Mansour, Fatma Shah, Michael Allison, Jonathan Chan, Victoria Roberts, Gautham Appanna, Mandour Omer Mandour, Georgina Slee, Vicki Wong, Sreelakshmi Kotha, Katrina Pekarska, Richard Parker, Cyril Sieberhagen, Thomas Ngan, Esra Asilmaz, Hamish Miller, Jeremy Cobbold, Dom Crocombe, Manolis Tsochatzis, Sudeep Tanwar, Aruna Dias, Gurmit Singh, Swastik Agrawal, Puneet Chhabra, Amrita Gurung, Rajesh Veettil, Robin Daniel Abeles, Devnandan Chatterjee, Michael Carbonell, Zameer Mohamed, Ahmed El-Sayed, Amy Johnson, Stephen Barclay, Katherine Kelly, Joshua Munonye, Dominic Coates, Opeyemi Bamidele, Thomas Johnston, David Samuel, Belinda Ball, Rebecca Arscott-Samuel, Pamela Hams, Matthew Armstrong, Ayman Elkhol, Karanth Shailesh, Vikram Bains, Pinelopi Manousou, Tarun Gupta, Sophia Than, Esther Unitt, Victoria Gordon, Alice Wakefield, Sian Gilchrist, Ioana Cozma, Sohaib Saeed, Salman Umrani, Kathryn Olsen

Publikováno v: JHEP Reports, Vol 5, Iss 12, Pp 100897- (2023)

Background & Aims: Non-alcoholic fatty liver disease (NAFLD) is associated with liver and cardiovascular morbidity and mortality. Recently published NAFLD Quality Standards include 11 key performance indicators (KPIs) of good clinical care. This nati

Externí odkaz: https://doaj.org/article/bb54d49e02c042e2b9089458eef64e89

Decoding multimodal behavior using time differences of MEG events

Autor: Felsenstein, Ohad, Tal, Idan, Ben-Shachar, Michal, Abeles, Moshe, Chechik, Gal

Multimodal behavior involves multiple processing stations distributed across distant brain regions, but our understanding of how such distributed processing is coordinated in the brain is limited. Here we take a decoding approach to this problem, aim

Externí odkaz: http://arxiv.org/abs/1901.08093