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Postdocs, Erc Advanced Grant Project Flex

1 maand geleden

Amsterdam, Nederland CWI Voltijd

Centrum Wiskunde & Informatica (CWI) has vacancies in the Machine Learning research group for two enthusiastic talented

**Postdocs (m/v/x)**

within Peter Grünwald’s ERC Advanced Grant Project FLEX (FLEXible Statistical Inference).

**Job description**:
Most statistical methods require that all aspects of data collection and inference are determined in advance, independently of the data. These include when to stop collecting data, what decisions can be made (i.e. accept/reject null hypothesis), and how to measure their quality (e.g. loss function/significance level). This is _wildly_ at odds with the flexibility required in practice It is a leading cause of the _replicability crisis _in the applied sciences.

The project aims to develop novel theory and methods of statistics in which all data-collection and decision-aspects may be unknown in advance, possibly imposed post-hoc. Yet the new theory will provide valid small-sample error control and uncertainty quantification. The theory will be based on far-reaching extensions of _e-values_, _e-processes_, and the _e_-_posterior_, flexible alternatives for p-values and Bayes factors that have been developed over the last five years. Other key topics include _anytime-valid confidence sequences, concentration inequalities, martingales_ and _the foundations of statistics_ (likelihood principle, complete class theorems).

The vacancies are for two three-year postdocs to do research within the FLEX project.

**Requirements**:
**Terms and conditions**:
The terms of employment are in accordance with the Dutch Collective Labour Agreement for Research Centres ("CAO-onderzoeksinstellingen"). The gross monthly salary for an employee on a full time basis, depending on relevant work experience, ranges from € 4.374 to € 5.331.

The appointment will be for a period of three years.

Employees are also entitled to a holiday allowance of 8% of the gross annual salary and a year-end bonus of 8.33%. CWI offers attractive working conditions, including flexible scheduling.

Please visit our websites for more information about our terms of employment:
**Diversity code**:
**About CWI**:
Centrum Wiskunde & Informatica (CWI) is the Dutch national research institute for mathematics and computer science and is part of the Institutes Organisation of the Dutch Research Council (NWO). The mission of CWI is to conduct pioneering research in mathematics and computer science, generating new knowledge in these fields and conveying it to trade, industry, and society at large.

CWI is an internationally oriented institute, with 160 scientists from approximately 27 countries, an informal atmosphere and short lines of communication. We have an activity committee that organizes after-work activities and an informal women’s network.

CWI is located at Science Park Amsterdam, the home of AMS-IX, that is presently developing into a major location of research in the physical sciences in The Netherlands, housing the sciences of the University of Amsterdam as well as several other national research institutes next to CWI.

**About Research group**:
To find more information about the CWI Machine Learning group, please visit the group page.