IMPACT SCORE JOURNAL RANKING CONFERENCE RANKING Conferences Journals Workshops Seminars SYMPOSIUMS MEETINGS BLOG LaTeX 5G Tutorial Free Tools
AutoML 2020 : 7th ICML Workshop on Automated Machine Learning
AutoML 2020 : 7th ICML Workshop on Automated Machine Learning

AutoML 2020 : 7th ICML Workshop on Automated Machine Learning

Vienna, Austria
Event Date: July 17, 2020 - July 18, 2020
Submission Deadline: April 23, 2020
Notification of Acceptance: May 25, 2020




About

Machine learning has achieved considerable successes in recent years, but this success often relies on human experts, who construct appropriate features, design learning architectures, set their hyperparameters, and develop new learning algorithms. Driven by the demand for off-the-shelf machine learning methods from an ever-growing community, the research area of AutoML targets the progressive automation of machine learning aiming to make effective methods available to everyone. Hence, the workshop targets a broad audience ranging from core machine learning researchers in different fields of ML connected to AutoML, such as neural architecture search, hyperparameter optimization, meta-learning, and learning to learn, to domain experts aiming to apply machine learning to new types of problems.


Call for Papers

We invite submissions on the topics of:

  • Model selection, hyper-parameter optimization, and model search
  • Neural architecture search
  • Meta-learning and transfer learning
  • Bayesian optimization for AutoML
  • Evolutionary algorithms for AutoML
  • Multi-fidelity optimization
  • Predictive models of performance
  • Automatic feature extraction / construction
  • Automatic data cleaning
  • Automatic generation of workflows / workflow reuse
  • Automatic problem "ingestion" (from raw data and miscellaneous formats)
  • Automatic feature transformation to match algorithm requirements
  • Automatic acquisition of new data (active learning, experimental design)
  • Automatic report generation (providing insight on automatic data analysis)
  • Automatic selection of evaluation metrics / validation procedures
  • Automatic selection of algorithms under time/space/power constraints
  • Automatic construction of fair and unbiased machine learning models
  • Automation of semi-supervised and unsupervised machine learning
  • Demos of existing AutoML systems
  • Robustness of AutoML systems (w.r.t. Randomized algorithms, data, hardware etc.)
  • Human-in-the-loop approaches for AutoML
  • Learning to learn new algorithms and strategies
  • Hyperparameter agnostic algorithms


Summary

AutoML 2020 : 7th ICML Workshop on Automated Machine Learning will take place in Vienna, Austria. It’s a 2 days event starting on Jul 17, 2020 (Friday) and will be winded up on Jul 18, 2020 (Saturday).

AutoML 2020 falls under the following areas: MACHINE LEARNING, ARTIFICIAL INTELLIGENCE, DEEP LEARNING, etc. Submissions for this Workshop can be made by Apr 23, 2020. Authors can expect the result of submission by May 25, 2020.

Please check the official event website for possible changes before you make any travelling arrangements. Generally, events are strict with their deadlines. It is advisable to check the official website for all the deadlines.

Other Details of the AutoML 2020

  • Short Name: AutoML 2020
  • Full Name: 7th ICML Workshop on Automated Machine Learning
  • Timing: 09:00 AM-06:00 PM (expected)
  • Fees: Check the official website of AutoML 2020
  • Event Type: Workshop
  • Website Link: http://icml2020.automl.org/
  • Location/Address: Vienna, Austria


Credits and Sources

[1] AutoML 2020 : 7th ICML Workshop on Automated Machine Learning


Check other Conferences, Workshops, Seminars, and Events


OTHER MACHINE LEARNING EVENTS

ArIT 2025: 6th International Conference on Advances in Artificial Intelligence Techniques
Toronto, Canada
Jul 19, 2025
ICSIE--EI 2026: 2026 14th International Conference on Software and Information Engineering (ICSIE 2026)
Himeji, Japan
Jan 16, 2026
ICoSSE--Ei 2026: 2026 9th International Conference on Software and System Engineering (ICoSSE 2026)
Lyon, France
Apr 13, 2026
ICHCSC 2025: 4th International Conference on Human-Centric Smart Computing (ICHCSC 2025)
Jaipur, India
Oct 10, 2025
CMLA 2025: 7th International Conference on Machine Learning & Applications
Toronto, Canada
Jul 19, 2025
SHOW ALL

OTHER ARTIFICIAL INTELLIGENCE EVENTS

MAS-GAIN 2025: 1st International Workshop on Multi-Agent Systems using Generative Artificial INtelligence for Automated Software Engineering
Seoul, South Korea
Nov 16, 2025
ArIT 2025: 6th International Conference on Advances in Artificial Intelligence Techniques
Toronto, Canada
Jul 19, 2025
ICCAR 2026: 2026 12th International Conference on Control, Automation and Robotics (ICCAR 2026)
Nagoya, Japan
Apr 8, 2026
ICMAA--EI 2026: 2026 The 10th International Conference on Mechanical, Aeronautical and Automotive Engineering (ICMAA 2026)
Tokyo, Japan
Apr 1, 2026
ICSIE 2026: 2026 14th International Conference on Software and Information Engineering (ICSIE 2026)
Himeji, Japan
Jan 16, 2026
SHOW ALL

OTHER DEEP LEARNING EVENTS

ArIT 2025: 6th International Conference on Advances in Artificial Intelligence Techniques
Toronto, Canada
Jul 19, 2025
CMLA 2025: 7th International Conference on Machine Learning & Applications
Toronto, Canada
Jul 19, 2025
ICIST 2026: 2026 The 5th International Conference on Intelligent Science and Technology (ICIST 2026)
Nanjing, China
Jul 17, 2026
AMLA 2025: 6th International Conference on Advanced Machine Learning
London, United Kingdom
Jul 26, 2025
AIGC 2025: The 3rd International Conference on AI-Generated Content (AIGC 2025)
Hangzhou
Dec 27, 2025
SHOW ALL