Call for Contributions
We are excited to invite you to submit proposals for contributed talks and posters for ML in PL Conference 2021 that will be organized 5-7 November 2021 fully online.
We believe that anyone can make a valuable contribution to the field of machine learning and in our eyes, an important contribution is not necessarily the most novel research. Therefore we wish to bring together a broad array of researchers, specialists, practitioners, educators, students, and others of diverse backgrounds, locations, and genders to present their works at the conference.
We aim at providing a forum for discussing recent advances from the possible broadest range of topics and perspectives, we especially encourage (but not limit) submissions related to the following topics of interest:
General Machine Learning
Active Learning, Classification, Clustering, Learning Theory, Online Learning, Ranking, Regression, Semi-supervised and Unsupervised learning, Optimization, Sparsity, etc.
Bandits, Decision and Control, Exploration, Hierarchical RL, Markov Decision Processes, Multi-Agent RL, Navigation, Planning, etc.
Applications of Machine Learning
Audio and Speech Processing, Computational Biology, Computer Vision, Natural Language Processing, Robotics, Neuroscience, Physics, Social Good, etc.
Bayesian methods, Causal Inference, Gaussian Processes, Graphical Models, etc.
Architectures, Generative Models, Optimization for Deep Networks, Recurrent Networks, etc.
Explainable Machine Learning
Explainability, Causality, Biased Data, Fairness, Robustness, etc.
Social Aspects of Machine Learning
AI/ML Ethics, AI/ML Safety, Causality, eXplainable AI, Responsible AI/ML, Biased Data, Fairness, Privacy, Robustness, and Safety, etc.
Technical Solutions and Machine Learning Resources
Architectures, Competitions, Data Sets, and Repositories, Distributed Machine Learning, Implementations, Software Toolkits, etc.
Machine Learning Stories
Interesting and insightful competitions, projects and start-up stories!
The list of accepted talks and posters is published in the Accepted talks and posters tab.
You can contact us at firstname.lastname@example.org in case you have any questions regarding Call for Contributions.