Topics of interest include but are not limited to:

    General machine learning methodologies
        Active learning
        Bayesian machine learning
        Dimensionality reduction
        Feature selection
        Graphical models
        Imitation Learning
        Latent variable models
        Learning for big data
        Learning from noisy supervision
        Learning in graphs
        Multi-objective learning
        Multiple instance learning
        Multi-task learning
        Neuro-symbolic methods
        Online learning
        Optimization
        Reinforcement learning
        Relational learning
        Semi-supervised learning
        Sparse learning
        Structured output learning
        Supervised learning
        Transfer learning
        Unsupervised learning
        Other machine learning methodologies
    Deep learning
        Architectures
        Attention mechanism and transformers
        Deep learning theory
        Deep reinforcement learning
        Generative models
        Supervised learning
        Other topics in deep learning
    Theory
        Bandits
        Computational learning theory
        Game theory
        Matrix/tensor methods
        Optimization
        Statistical learning theory
        Other theories
    Datasets and reproducibility
        Implementations, libraries
        ML datasets and benchmarks
        Other topics in reproducible ML research
    Trustworthy machine learning
        Accountability, explainability, transparency
        Causality
        Fairness
        Privacy
        Robustness
        Other topics in trustworthy ML
    Learning in knowledge-intensive systems
        Knowledge refinement and theory revision
        Multi-strategy learning
        Other systems
    Applications
        Bioinformatics
        Biomedical informatics
        Climate science
        Collaborative filtering
        Computer vision
        COVID-19 related research
        Healthcare
        Human activity recognition
        Information retrieval
        Natural language processing
        Social good
        Social networks
        Web search
        Other applications