Advances in Neural Information Processing Systems 14

• Convergence of Gradient Descent for Recurrent Neural Networks: A Nonasymptotic Analysis

  2025 SIAM Journal on Mathematics of Data Science article Computer Science Neural Networks and Applications Open access

  1

  citations
• Learning curves for decision making in supervised machine learning: a survey

  2024 Machine Learning article Computer Science Machine Learning and Data Classification Open access

  65

  citations
• qCLUE: a quantum clustering algorithm for multi-dimensional datasets

  2024 Frontiers in Quantum Science and Technology article Computer Science Quantum Computing Algorithms and Architecture Open access

  3

  citations
• Cholesky-like Preconditioner for Hodge Laplacians via Heavy Collapsible Subcomplex

  2024 SIAM Journal on Matrix Analysis and Applications article Computer Science Matrix Theory and Algorithms

  0

  citations
• Machine learning-based wood anatomy identification: towards anatomical feature recognition

  2024 IAWA Journal - KU Leuven/IAWA Journal article Chemistry Wood and Agarwood Research Open access

  11

  citations
• Models Matter: the impact of single-step retrosynthesis on synthesis planning

  2024 Digital Discovery article Computer Science Computational Drug Discovery Methods Open access

  36

  citations
• Are LSTMs good few-shot learners?

  2023 Machine Learning article Computer Science Domain Adaptation and Few-Shot Learning Open access

  12

  citations
• Gradient descent for deep matrix factorization: Dynamics and implicit bias towards low rank

  2023 Applied and Computational Harmonic Analysis article Computer Science Stochastic Gradient Optimization Techniques

  14

  citations
• Large-Scale Modeling of Sparse Protein Kinase Activity Data

  2023 Journal of Chemical Information and Modeling article Computer Science Computational Drug Discovery Methods Open access

  14

  citations
• More than accuracy: end-to-end wind power forecasting that optimises the energy system

  2023 Electric Power Systems Research article Engineering Energy Load and Power Forecasting Open access

  57

  citations
• Integrating multiplex immunofluorescent and mass spectrometry imaging to map myeloid heterogeneity in its metabolic and cellular context

  2022 Cell Metabolism article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access

  56

  citations
• Introducing explainability in sequence-to-sequence learning for short-term load forecasting

  2022 Electric Power Systems Research article Engineering Energy Load and Power Forecasting Open access

  28

  citations
• SEM-Based Out-of-Sample Predictions

  2022 Structural Equation Modeling A Multidisciplinary Journal article Decision Sciences Psychometric Methodologies and Testing Open access

  32

  citations
• Multimodal hyperscanning reveals that synchrony of body and mind are distinct in mother-child dyads

  2022 NeuroImage article Psychology Action Observation and Synchronization Open access

  94

  citations
• B1 field map synthesis with generative deep learning used in the design of parallel-transmit RF pulses for ultra-high field MRI

  2022 Zeitschrift für Medizinische Physik article Medicine Advanced MRI Techniques and Applications Open access cited by 1 patent

  11

  citations
• Detecting Multidimensional Pareto Fronts During the Optimization of a Return Channel Within a Centrifugal Compressor

  2021 Journal of Turbomachinery article Engineering Turbomachinery Performance and Optimization

  3

  citations
• Identification of Images of COVID-19 from Chest X-rays Using Deep Learning: Comparing COGNEX VisionPro Deep Learning 1.0™ Software with Open Source Convolutional Neural Networks

  2021 SN Computer Science article Medicine COVID-19 diagnosis using AI Open access

  36

  citations
• Unsupervised Learning and Clustered Connectivity Enhance Reinforcement Learning in Spiking Neural Networks

  2021 Frontiers in Computational Neuroscience article Neuroscience Neural dynamics and brain function Open access

  23

  citations
• How to automatically turn patient experience free-text responses into actionable insights: a natural language programming (NLP) approach

  2020 BMC Medical Informatics and Decision Making article Health Professions Patient Satisfaction in Healthcare Open access

  45

  citations
• Gaussian Process Panel Modeling—Machine Learning Inspired Analysis of Longitudinal Panel Data

  2020 Frontiers in Psychology article Computer Science Gaussian Processes and Bayesian Inference Open access

  19

  citations

20 results