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David Barber

  1. Online Structured Laplace Approximations For Overcoming Catastrophic Forgetting
    2018/05/20 by Hippolyt Ritter, Aleksandar Botev, Ritter, Hippolyt +3 · 16 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Multimodal Machine Learning Applications
  2. Practical Gauss-Newton Optimisation for Deep Learning
    2017/06/12 by Aleksandar Botev, Hippolyt Ritter, Botev, Aleksandar +3 · 1 voice · 10 citations
    Computer Science · Physics and Astronomy · #Blind Source Separation Techniques #Model Reduction and Neural Networks #Neural Networks and Applications #stat.ML
  3. Active Preference Learning for Large Language Models
    2024/02/12 by William Muldrew, Muldrew, William, Peter Hayes +5 · 16 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  4. Modular Networks: Learning to Decompose Neural Computation
    2018/11/13 by Louis Kirsch, Julius Kunze, Kirsch, Louis +3 · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Neural Networks and Applications
  5. Practical Lossless Compression with Latent Variables using Bits Back Coding
    2019/01/15 by James T. Townsend, Townsend, James, Bird, Tom +2 · 8 citations
    Computer Science · #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #Computation (stat.CO) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing
  6. Mafin: Enhancing Black-Box Embeddings with Model Augmented Fine-Tuning
    2024/02/19 by Mingtian Zhang, Ming‐Tian Zhang, Zhang, Mingtian +6 · 1 voice · 1 citation
    Computer Science · Engineering · #Topic Modeling #Ferroelectric and Negative Capacitance Devices #Parallel Computing and Optimization Techniques
  7. On the Computational Complexity of Stochastic Controller Optimization in\n POMDPs
    2011/07/15 by Nikos Vlassis, Michael L. Littman, Vlassis, Nikos +3 · 3 citations
    Computer Science · #Formal Methods in Verification #Machine Learning and Algorithms #Bayesian Modeling and Causal Inference
  8. Optimal Spike-Timing Dependent Plasticity for Precise Action Potential Firing
    2005/02/24 by Jean-Pascal Pfister, Taro Toyoizumi, Pfister, Jean-Pascal +5 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Biological sciences #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC) #Neuroscience and Neural Engineering #q-bio.NC
  9. Improving Probabilistic Diffusion Models With Optimal Diagonal Covariance Matching
    2024/06/16 by Zijing Ou, Ming‐Tian Zhang, Ou, Zijing +9 · 4 citations
    Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Statistical Methods and Inference
  10. Optimal Spike-Timing-Dependent Plasticity for Precise Action Potential Firing in Supervised Learning
    2006/06/01 by Jean-Pascal Pfister, Taro Toyoizumi, David Barber +1 · 1 citation
  11. Efficient Inference in Markov Control Problems
    2012/02/14 by Thomas Furmston, David Barber, Furmston, Thomas +1 · 1 citation
    Computer Science · Decision Sciences · #Reinforcement Learning in Robotics #Advanced Bandit Algorithms Research #Optimization and Search Problems
  12. Tracking by Animation: Unsupervised Learning of Multi-Object Attentive Trackers
    2018/09/10 by Zhen He, He, Zhen, Jian Li +7 · 1 citation
    Computer Science · Engineering · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Impact of Light on Environment and Health #Machine Learning (cs.LG) #Machine Learning (stat.ML) #UAV Applications and Optimization #Video Surveillance and Tracking Methods
  13. A hybrid CNN-RNN approach for survival analysis in a Lung Cancer Screening study
    2023/03/19 by Yaozhi Lu, Lu, Yaozhi, Shahab Aslani +13 · 1 citation
    Medicine · #COVID-19 diagnosis using AI #FOS: Computer and information sciences #Lung Cancer Diagnosis and Treatment #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging
  14. Metformin for patients with metastatic prostate cancer starting androgen deprivation therapy: a randomised phase 3 trial of the STAMPEDE platform protocol
    2025/07/07 by L.R. Murphy, Nicholas D James, Nicholas D. James +4242 · 1 voice · 2 citations
    Biochemistry, Genetics and Molecular Biology · Medicine · #Cancer Risks and Factors #Cancer, Lipids, and Metabolism #Metabolism, Diabetes, and Cancer
  15. Variational f-divergence Minimization
    2019/07/27 by Ming‐Tian Zhang, Zhang, Mingtian, Thomas Bird +7 · 1 citation
    Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks
  16. Unifying Linear-Time Attention via Latent Probabilistic Modelling
    2024/02/27 by Rares Dolga, Dolga, Rares, Marius Cobzarenco +4 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Neural Networks and Applications #Time Series Analysis and Forecasting
  17. Bayesian Conditional Cointegration
    2012/06/27 by Chris Bracegirdle, Bracegirdle, Chris, David Barber +1 · 1 citation
    Economics, Econometrics and Finance · #Computational Engineering #FOS: Computer and information sciences #Finance #Financial Risk and Volatility Modeling #Machine Learning (cs.LG) #Market Dynamics and Volatility #Methodology (stat.ME) #Monetary Policy and Economic Impact #and Science (cs.CE)
  18. RotRNN: Modelling Long Sequences with Rotations
    2024/07/09 by Kai Biegun, Biegun, Kai, Rares Dolga +5 · 1 citation
    Computer Science · Earth and Planetary Sciences · #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Image Segmentation Techniques #Seismic Imaging and Inversion Techniques
  19. Generative Neural Machine Translation
    2018/06/13 by Harshil Shah, David Barber, Shah, Harshil +1 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Topic Modeling