vix.ing · top · new · best · stats · spec

John Shawe‐Taylor

  1. Estimating the Support of a High-Dimensional Distribution
    2001/07/01 by Bernhard Schölkopf, John C. Platt, John Platt +5 · 146 citations
    Computer Science · #Face and Expression Recognition #Machine Learning and Algorithms #Machine Learning and Data Classification
  2. Challenges in Representation Learning: A report on three machine\n learning contests
    2013/07/01 by Ian Goodfellow, Goodfellow, Ian J., Dumitru Erhan +55 · 45 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  3. Empirical Risk Minimization under Fairness Constraints
    2018/02/23 by Michele Donini, Donini, Michele, Luca Oneto +7 · 19 citations
    Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  4. Human-AI Coevolution
    2023/06/23 by Dino Pedreschi, Luca Pappalardo, Pedreschi, Dino +37 · 1 voice · 15 citations
    Physics and Astronomy · #Complex Network Analysis Techniques #cs.AI
  5. Human-AI coevolution
    2024/11/13 by Dino Pedreschi, Luca Pappalardo, Emanuele Ferragina +19 · 1 voice · 21 citations
    Social Sciences · Computer Science · Mathematics · #Evolutionary Game Theory and Cooperation #Reinforcement Learning in Robotics #COVID-19 epidemiological studies
  6. PAC-Bayes Analysis Beyond the Usual Bounds
    2020/06/23 by Omar Rivasplata, Rivasplata, Omar, Ilja Kuzborskij +5 · 5 citations
    Computer Science · Mathematics · #Machine Learning and Algorithms #Gaussian Processes and Bayesian Inference #Statistical Methods and Inference
  7. Sparse Canonical Correlation Analysis
    2009/08/19 by David R. Hardoon, John Shawe‐Taylor, Hardoon, David R. +1 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Blind Source Separation Techniques #FOS: Computer and information sciences #Face and Expression Recognition #Gene expression and cancer classification #Machine Learning (stat.ML) #Methodology (stat.ME)
  8. Evolution of a Complex Predator-Prey Ecosystem on Large-scale\n Multi-Agent Deep Reinforcement Learning
    2020/02/08 by Jun Yamada, John Shawe‐Taylor, Yamada, Jun +3 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Medicine · Social Sciences · #Evolution and Genetic Dynamics #Evolutionary Game Theory and Cooperation #FOS: Computer and information sciences #Mathematical and Theoretical Epidemiology and Ecology Models #Multiagent Systems (cs.MA)
  9. PAC-Bayes-Bernstein Inequality for Martingales and its Application to\n Multiarmed Bandits
    2011/10/31 by Yevgeny Seldin, Nicolò Cesa‐Bianchi, Seldin, Yevgeny +7 · 2 citations
    Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Smart Grid Energy Management
  10. Learning Shared Representations in Multi-task Reinforcement Learning
    2016/03/07 by Diana Borsa, Thore Graepel, Borsa, Diana +3 · 3 citations
    Computer Science · #Adaptive Dynamic Programming Control #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
  11. VLEngagement: A Dataset of Scientific Video Lectures for Evaluating Population-based Engagement
    2020/11/02 by Sahan Bulathwela, Bulathwela, Sahan, María Pérez‐Ortiz +5 · 2 citations
    Computer Science · Social Sciences · #Computers and Society (cs.CY) #FOS: Computer and information sciences #H.3.1 #Information Retrieval (cs.IR) #K.3.1 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Online Learning and Analytics #Wikis in Education and Collaboration
  12. Coverings of complete bipartite graphs and associated structures
    1994/11/01 by John Shawe‐Taylor, John Shawe-Taylor · 1 citation
    Mathematics · Engineering · Computer Science · #Finite Group Theory Research #graph theory and CDMA systems #Coding theory and cryptography
  13. An AI-based Learning Companion Promoting Lifelong Learning Opportunities for All
    2021/11/16 by María Pérez‐Ortiz, Erik Novak, Perez-Ortiz, Maria +5 · 2 citations
    Computer Science · Engineering · #AI-based Problem Solving and Planning #Advanced Data Processing Techniques #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #E-Learning and Knowledge Management #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Online Learning and Analytics
  14. Model Validation Using Mutated Training Labels: An Exploratory Study
    2019/05/24 by Jie M. Zhang, Mark Harman, Zhang, Jie M. +7 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #Natural Language Processing Techniques
  15. PAC-Bayesian Analysis of the Exploration-Exploitation Trade-off
    2011/05/23 by Yevgeny Seldin, Nicolò Cesa‐Bianchi, Seldin, Yevgeny +9 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Reinforcement Learning in Robotics
  16. Learning PAC-Bayes Priors for Probabilistic Neural Networks
    2021/09/21 by María Pérez‐Ortiz, Omar Rivasplata, Perez-Ortiz, Maria +13 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification
  17. General Uncertainty Estimation with Delta Variances
    2025/02/20 by Simon Schmitt, John Shawe‐Taylor, Schmitt, Simon +3 · 1 citation
    Decision Sciences · Engineering · #Probabilistic and Robust Engineering Design #Fault Detection and Control Systems #Nuclear Engineering Thermal-Hydraulics
  18. A Toolbox for Modelling Engagement with Educational Videos
    2023/12/30 by Yuxiang Qiu, Karim Djemili, Qiu, Yuxiang +13 · 1 citation
    Computer Science · #Applications (stat.AP) #Computers and Society (cs.CY) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #H.3.3 #I.2.0 #Information Retrieval (cs.IR) #Intelligent Tutoring Systems and Adaptive Learning #J.1 #Machine Learning (cs.LG) #Online Learning and Analytics