Topics of interest include but are not limited to:

    General machine learning
        Active 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
        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
        Attention mechanism and transformers
        Deep learning theory
        Generative models
        Deep reinforcement learning
        Architectures
        Other topics in deep learning
    Probabilistic Methods
        Bayesian machine learning
        Graphical models
        Variational inference
        Gaussian processes
        Monte Carlo methods
    Theory
        Computational learning theory
        Optimization (convex, non-convex)
        Bandits
        Game theory
        Matrix/Tensor methods
        Statistical learning theory
        Other theories
    Datasets and Reproducibility
        ML datasets and benchmarks
        Implementations, libraries
        Other topics in reproducible ML research
    Trustworthy Machine Learning
        Accountability/Explainability/Transparency
        Causality
        Fairness
        Privacy
        Robustness
        Other topics in trustworthy ML
    Applications
        Bioinformatics
        Biomedical informatics
        Collaborative filtering
        Computer vision
        COVID-19 related research
        Healthcare
        Human activity recognition
        Information retrieval
        Natural language processing
        Social networks
        Web search
        Climate science
        Social good
        Other applications