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Alexa Fairness in AI call for proposals - Winter 2022
Alexa AI-Natural Understanding’s (NU) mission is to build and enable engaging, world-class conversational AI capabilities that are broadly accessible. Under this call for proposals, we are seeking to fund research projects on the following topics:
- Transparency, explainability, and accountability in AI systems
- Theories of computational/algorithm fairness and factors that affect algorithmic trustworthiness
- Detecting and ameliorating adverse biases in data and algorithms, and fairness-aware design of algorithms
- Metrics and methods for designing, piloting, and evaluating systems that mitigate against adverse biases and ensure fairness, including the use of human-machine collaboration and decision support
Deadline: Jan. 21, 2022
To be eligible for an ARA Program award (“Award”), the Principal Investigator must be (1) either a full-time faculty member at an accredited academic institution or a permanent researcher at a non-governmental organization with recognized legal status in their respective country (equivalent to 501(c)(3) status under the United States Internal Revenue Code) and (2) at or above the age of majority in their jurisdiction of residence at the time of application. Each Principal Investigator is permitted to submit only one proposal to the ARA Program per call for proposal period.
Selected Principal Investigators (PIs) may receive the following:
- Unrestricted funds, no more than $80,000 USD on average
- AWS Promotional Credits, no more than $40,000 USD on average
- Training resources, including AWS tutorials and hands-on sessions with Amazon scientists and engineers
Awards are structured as one-year unrestricted gifts. The budget should include a list of expected costs specified in USD, and should not include administrative overhead costs. The final award amount will be determined by the awards panel.