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Articles by Clayton Scott

The Implicit Bias of Gradient Descent on Separable Multiclass Data
7 November 2024 by Hrithik Ravi and others
Machine Learning
Label Noise: Ignorance Is Bliss
31 October 2024 by Yilun Zhu and others
Machine Learning
Testing the Feasibility of Linear Programs with Bandit Feedback
21 June 2024 by Aditya Gangrade and others
Machine Learning, Statistics Theory
Unified Binary and Multiclass Margin-Based Classification
17 May 2024 by Yutong Wang and Clayton Scott
Machine Learning
Joint Optimization of Piecewise Linear Ensembles
1 May 2024 by Matt Raymond and others
Machine Learning
Universal Feature Selection for Simultaneous Interpretability of Multitask Datasets
21 March 2024 by Matt Raymond and others
Machine Learning
Deep topographic proteomics of a human brain tumour
24 November 2023 by Samantha Davis and others at LogoUniversity of Oxford
Cancer Biology
Label Embedding via Low-Coherence Matrices
26 October 2023 by Jianxin Zhang and Clayton Scott
Machine Learning
RNA Polymerase II pausing temporally coordinates cell cycle progression and erythroid differentiation
15 August 2023 by D. Martell and others at LogoHarvard University
Genetic and Genomic Medicine
Fusing Sparsity with Deep Learning for Rotating Scatter Mask Gamma Imaging
29 July 2023 by Yilun Zhu and others
Signal Processing
Mixture Proportion Estimation Beyond Irreducibility
2 June 2023 by Yilun Zhu and others
Machine Learning
Volumetric and microstructural abnormalities of the amygdala in focal epilepsy with varied levels of SUDEP risk
7 April 2023 by Antoine Legouhy and others
Neurology
Lower Aβ-PET signal in white matter lesions relates to higher extracellular free water in mixed small vessel disease and Alzheimer's pathology
25 January 2023 by J. Ottoy and others
Neuroscience
An automated pipeline for extracting quantitative histological metrics for voxelwise MRI-histology comparisons
9 November 2022 by D. Z. L. Kor and others
Neuroscience
Vascular burden and cognition: Mediating roles of neurodegeneration and amyloid-PET
1 September 2022 by J. Ottoy and others
Neurology
The Digital Brain Bank: an open access platform for post-mortem datasets
17 March 2022 by B. Tendler and others
Neuroscience
Estimating Phase from Observed Trajectories Using the Temporal 1-Form
9 March 2022 by Simon Wilshin and others
Dynamical Systems
Demographic disparities in clinical outcomes of COVID-19: data from a statewide cohort in South Carolina
13 August 2021 by Xiàn Yáng and others at LogoUniversity of South Carolina
Epidemiology
Calibrated Surrogate Losses for Adversarially Robust Classification
13 May 2021 by Han Bao and others
Machine Learning
Temporal emergence of age-associated changes in cognitive and physical function in vervets (Chlorocebus aethiops sabaeus)
21 February 2021 by B. Frye and others at LogoWake Forest School of Medicine
Animal Behavior and Cognition
Genome-wide binding analyses of HOXB1 revealed a novel DNA binding motif associated with gene repression
3 February 2021 by Nagendra Pratap Singh and others
Developmental Biology
Improved segmentation of the intracranial and ventricular volumes in populations with cerebrovascular lesions and atrophy using 3D CNNs
1 February 2021 by E. Ntiri and others
Neuroscience
Streamlining Data-Intensive Biology With Workflow Systems
13 January 2021 by Thomas Reiter and others at LogoUC Davis
Bioinformatics
Supervised PCA: A Multiobjective Approach
9 December 2020 by Alexander Ritchie and others
Machine Learning
Genetic ablation of serotonin receptor 2B improves aortic valve hemodynamics in a high-cholesterol diet mouse model
25 November 2020 by J. Joll and others at LogoVanderbilt University
Pharmacology and Toxicology
Targeting hepatitis C virus p7 channel activity reveals prospect for bimodal antiviral prophylaxis
10 November 2020 by Jeremy Shaw and others
Microbiology
Site-directed M2 proton channel inhibitors enable synergistic combination therapy for rimantadine-resistant pandemic influenza
11 August 2020 by Catherine Scott and others at LogoUniversity of Leeds
Microbiology
Use of multi-flip angle measurements to account for transmit inhomogeneity and non-Gaussian diffusion in DW-SSFP
1 July 2020 by B. Tendler and others
Neuroscience
Consistent Estimation of Identifiable Nonparametric Mixture Models from Grouped Observations
12 June 2020 by Alexander Ritchie and others
Machine Learning, Statistics Theory
Learning from Label Proportions: A Mutual Contamination Framework
12 June 2020 by Clayton Scott and Jianxin Zhang
Machine Learning
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