Search Results - "McAleer, Stephen"

Highly Accurate Machine Fault Diagnosis Using Deep Transfer Learning by Shao, Siyu, McAleer, Stephen, Yan, Ruqiang, Baldi, Pierre

“…We develop a novel deep learning framework to achieve highly accurate machine fault diagnosis using transfer learning to enable and accelerate the training of…”
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Nonoperative Management, Rehabilitation, and Functional and Clinical Progression of Osteitis Pubis/Pubic Bone Stress in Professional Soccer Players: A Case Series by McAleer, Stephen S, Lippie, Ed, Norman, Darcy, Riepenhof, Helge

“…Study Design Case series. Background Pubic bone stress (PBS) is a common acute or chronic response of the pelvis in sports where sprinting, kicking, twisting,…”
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Endothelium-derived intermedin/adrenomedullin-2 protects human ventricular cardiomyocytes from ischaemia-reoxygenation injury predominantly via the AM1 receptor by Bell, David, Campbell, Malcolm, McAleer, Stephen F., Ferguson, Matthew, Donaghy, Liz, Harbinson, Mark T.

“…•Intermedin(adrenomedullin-2) present in human heart muscle and coronary vasculature.•Intermedin protected heart from damage simulating coronary occlusion and…”
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Management of chronic recurrent osteitis pubis /pubic bone stress in a Premier League footballer: Evaluating the evidence base and application of a nine-point management strategy by McAleer, Stephen S, Gille, Justus, Bark, Stefan, Riepenhof, Helge

“…Abstract Background/Aim The aim of this paper was to use a clinical example to describe a treatment strategy for the management of recurrent chronic groin pain…”
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ASP: Learn a Universal Neural Solver by Wang, Chenguang, Yu, Zhouliang, McAleer, Stephen, Yu, Tianshu, Yang, Yaodong

“…Applying machine learning to combinatorial optimization problems has the potential to improve both efficiency and accuracy. However, existing learning-based…”
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Hamstring rehabilitation in elite track and field athletes: applying the British Athletics Muscle Injury Classification in clinical practice by Macdonald, Ben, McAleer, Stephen, Kelly, Shane, Chakraverty, Robin, Johnston, Michael, Pollock, Noel

“…Hamstring injuries are common in elite sports. Muscle injury classification systems aim to provide a framework for diagnosis. The British Athletics Muscle…”
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Mastering the game of Stratego with model-free multiagent reinforcement learning by Perolat, Julien, De Vylder, Bart, Hennes, Daniel, Tarassov, Eugene, Strub, Florian, de Boer, Vincent, Muller, Paul, Connor, Jerome T., Burch, Neil, Anthony, Thomas, McAleer, Stephen, Elie, Romuald, Cen, Sarah H., Wang, Zhe, Gruslys, Audrunas, Malysheva, Aleksandra, Khan, Mina, Ozair, Sherjil, Timbers, Finbarr, Pohlen, Toby, Eccles, Tom, Rowland, Mark, Lanctot, Marc, Lespiau, Jean-Baptiste, Piot, Bilal, Omidshafiei, Shayegan, Lockhart, Edward, Sifre, Laurent, Beauguerlange, Nathalie, Munos, Remi, Silver, David, Singh, Satinder, Hassabis, Demis, Tuyls, Karl

“…We introduce DeepNash, an autonomous agent that plays the imperfect information game Stratego at a human expert level. Stratego is one of the few iconic board…”
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Time to return to full training and recurrence of rectus femoris injuries in elite track and field athletes 2010–2019; a 9‐year study using the British Athletics Muscle Injury Classification by McAleer, Stephen, Macdonald, Ben, Lee, Justin, Zhu, Wilbur, Giakoumis, Michael, Maric, Tanya, Kelly, Shane, Brown, James, Pollock, Noel

“…Rectus femoris (RF) injuries are common in sports requiring maximal acceleration and sprinting. The British Athletics Muscle Injury Classification (BAMIC)…”
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Solving the Rubik’s cube with deep reinforcement learning and search by Agostinelli, Forest, McAleer, Stephen, Shmakov, Alexander, Baldi, Pierre

“…The Rubik’s cube is a prototypical combinatorial puzzle that has a large state space with a single goal state. The goal state is unlikely to be accessed using…”
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Sequential Decision Making in Single-Agent and Multi-Agent Domains by McAleer, Stephen

“…In this dissertation I outline three contributions. The first is in the area of single-agent planning. In this section I describe my work on combining deep…”
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Eccentric hamstring strength in elite track and field athletes on the British Athletics world class performance program by Giakoumis, Michael, Pollock, Noel, Mias, Eduard, McAleer, Stephen, Kelly, Shane, Brown, Freddie, Wootten, Moses, Macdonald, Ben

“…This novel study aims to provide unique data on eccentric hamstring strength in elite track and field athletes. Clinical measurement, cross-sectional study…”
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Employees in professional European football: comparison of the personnel structure in sports medicine, sports sciences and physiotherapy between Bundesliga, La Liga, Serie A and Premier League by Droste, Jan-Niklas, Fisser, Samuel, Gebhardt, Matthias, Edler, Christopher, Lippie, Edward, McAleer, Stephen, Del Vescovo, Riccardo, Bloch, Hendrik, Riepenhof, Helge

“…Regional and league-specific differences in injury risk and time loss have been observed in professional European football. Besides time of play or different…”
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Deep Learning–Assisted Multiphoton Microscopy to Reduce Light Exposure and Expedite Imaging in Tissues With High and Low Light Sensitivity by McAleer, Stephen, Fast, Alexander, Xue, Yuntian, Seiler, Magdalene J., Tang, William C., Balu, Mihaela, Baldi, Pierre, Browne, Andrew W.

“…PurposeTwo-photon excitation fluorescence (2PEF) reveals information about tissue function. Concerns for phototoxicity demand lower light exposure during…”
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Endothelium-derived intermedin/adrenomedullin-2 protects human ventricular cardiomyocytes from ischaemia-reoxygenation injury predominantly via the AM sub(1) receptor by Bell, David, Campbell, Malcolm, McAleer, Stephen F, Ferguson, Matthew, Donaghy, Liz, Harbinson, Mark T

“…Application of intermedin/adrenomedullin-2 (IMD/AM-2) protects cultured human cardiac vascular cells and fibroblasts from oxidative stress and simulated…”
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Endothelium-derived intermedin/adrenomedullin-2 protects human ventricular cardiomyocytes from ischaemia-reoxygenation injury predominantly via the AM 1 receptor by Bell, David, Campbell, Malcolm, McAleer, Stephen F., Ferguson, Matthew, Donaghy, Liz, Harbinson, Mark T.

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Faster Game Solving via Hyperparameter Schedules by Zhang, Naifeng, McAleer, Stephen, Sandholm, Tuomas

“…The counterfactual regret minimization (CFR) family of algorithms consists of iterative algorithms for imperfect-information games. In two-player zero-sum…”
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Language Models can Solve Computer Tasks by Kim, Geunwoo, Baldi, Pierre, McAleer, Stephen

“…Agents capable of carrying out general tasks on a computer can improve efficiency and productivity by automating repetitive tasks and assisting in complex…”
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Tree Search for Language Model Agents by Koh, Jing Yu, McAleer, Stephen, Fried, Daniel, Salakhutdinov, Ruslan

“…Autonomous agents powered by language models (LMs) have demonstrated promise in their ability to perform decision-making tasks such as web automation. However,…”
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Regret-Minimizing Double Oracle for Extensive-Form Games by Tang, Xiaohang, Dinh, Le Cong, McAleer, Stephen Marcus, Yang, Yaodong

“…By incorporating regret minimization, double oracle methods have demonstrated rapid convergence to Nash Equilibrium (NE) in normal-form games and…”
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ASP: Learn a Universal Neural Solver by Wang, Chenguang, Yu, Zhouliang, McAleer, Stephen, Yu, Tianshu, Yang, Yaodong

“…Applying machine learning to combinatorial optimization problems has the potential to improve both efficiency and accuracy. However, existing learning-based…”
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