For more than 15 years, Milind Tambe’s team has been focused on AI for social impact, deploying end-to-end systems in areas of public health, conservation and public safety. In this talk Tambe will highlight the results from these deployments for social impact in public health and conservation, as well as required innovations in integrating machine learning and optimization. First in terms of public health, he will present recent results from our work in India with the world’s two largest mobile health programs for maternal and child care that have served millions of beneficiaries. Additionally, he will highlight results from earlier projects on HIV prevention and others. In terms of conservation, he will highlight efforts for protecting endangered wildlife in national parks around the globe. To address challenges of ML+optimization common to all of these applications, Tambe’s team has advanced state of the art in decision focused learning, restless multi-armed bandits, influence maximization in social networks and green security games. In pushing this research agenda, the ultimate goal is to facilitate local communities and non-profits to directly benefit from advances in AI tools and techniques.
Brought to you by the Lucy Family Institute for Data & Society and the Notre Dame Alumni Association.
Thanks for listening! The ThinkND Podcast is brought to you by ThinkND, the University of Notre Dame's online learning community. We connect you with videos, podcasts, articles, courses, and other resources to inspire minds and spark conversations on topics that matter to you — everything from faith and politics, to science, technology, and your career.
For more than 15 years, Milind Tambe’s team has been focused on AI for social impact, deploying end-to-end systems in areas of public health, conservation and public safety. In this talk Tambe will highlight the results from these deployments for social impact in public health and conservation, as well as required innovations in integrating machine learning and optimization. First in terms of public health, he will present recent results from our work in India with the world’s two largest mobile health programs for maternal and child care that have served millions of beneficiaries. Additionally, he will highlight results from earlier projects on HIV prevention and others. In terms of conservation, he will highlight efforts for protecting endangered wildlife in national parks around the globe. To address challenges of ML+optimization common to all of these applications, Tambe’s team has advanced state of the art in decision focused learning, restless multi-armed bandits, influence maximization in social networks and green security games. In pushing this research agenda, the ultimate goal is to facilitate local communities and non-profits to directly benefit from advances in AI tools and techniques.
Brought to you by the Lucy Family Institute for Data & Society and the Notre Dame Alumni Association.
Thanks for listening! The ThinkND Podcast is brought to you by ThinkND, the University of Notre Dame's online learning community. We connect you with videos, podcasts, articles, courses, and other resources to inspire minds and spark conversations on topics that matter to you — everything from faith and politics, to science, technology, and your career.