Alberta Machine Intelligence Institute

Alberta Machine Intelligence Institute
Name	Alberta Machine Intelligence Institute
Type	Research institute
Founded	2017
Location	Edmonton, Calgary, Alberta, Canada
Area served	Alberta, Canada, international
Focus	Machine learning, artificial intelligence, deep learning

Alberta Machine Intelligence Institute is an Alberta-based research institute focused on machine learning, deep learning, and artificial intelligence. It operates within the innovation ecosystems of Edmonton and Calgary and connects academic research from the University of Alberta, University of Calgary, and other institutions with industry partners such as Google, Facebook, and Microsoft. The institute plays a role in regional economic development alongside entities like Government of Alberta and national funding agencies including the Canadian Institute for Advanced Research.

History

The institute was formed in 2017 amid a resurgence of interest following breakthroughs at centers such as the University of Toronto and the Vector Institute. Founders and early supporters included academics from the University of Alberta, entrepreneurs from the Calgary Innovation Coalition, and officials linked to Alberta Innovates and the Natural Sciences and Engineering Research Council. Its emergence paralleled milestones like the success of researchers associated with the AlphaGo project, the growth of startups similar to DeepMind spinoffs, and federal initiatives such as the Pan-Canadian Artificial Intelligence Strategy. The institute expanded programs and partnerships in response to influences from conferences like NeurIPS, ICML, and CVPR.

Organization and Governance

Governance comprises a board with representatives from universities including the University of Alberta and University of Calgary, technology firms such as IBM and Amazon (company), and public stakeholders including Alberta Health Services and the Alberta government. Executive leadership liaises with research chairs funded through mechanisms like the Canada Research Chair program and collaborates with labs modeled after the Montreal Institute for Learning Algorithms and the Vector Institute. Advisory committees draw expertise from academics who have affiliations with institutions such as Massachusetts Institute of Technology, Stanford University, and Oxford University. The institute coordinates with national organizations including the Canadian Institutes of Health Research and international partners like the European Commission research networks.

Research and Programs

Research programs span supervised learning, reinforcement learning, and unsupervised representation learning inspired by work from researchers at DeepMind, OpenAI, and the University of Toronto. Projects cover applications in healthcare with partners such as Alberta Health Services and Molecular Biology and Biotechnology groups, energy systems linked to Canadian Natural Resources Limited and Suncor Energy, and agriculture involving collaborations with Agriculture and Agri-Food Canada. The institute hosts research chairs and postdoctoral fellows previously affiliated with labs at Princeton University, Carnegie Mellon University, and University College London. It organizes workshops and special sessions tied to conferences like NeurIPS, ICLR, and AAAI.

Education and Training

Educational initiatives include graduate scholarships, industry-funded internships, and professional certificates developed with universities including the University of Alberta and University of Calgary. Training activities align with curricula influenced by courses at Stanford University, Massachusetts Institute of Technology, and the University of Toronto. The institute supports summer schools, hackathons, and training programs modeled on events run by Vector Institute and Montreal Institute for Learning Algorithms, and partners with workforce development agencies like Alberta Jobs, Skills, Training and Labour for upskilling. It also fosters outreach with schools and organizations such as Edmonton Public Schools and Calgary Board of Education.

Industry Partnerships and Commercialization

Partnerships include collaborations with tech firms like Google, Microsoft, and Amazon (company), energy companies such as Suncor Energy and TC Energy, and healthcare organizations like Alberta Health Services and Canadian Blood Services. The institute supports startups through accelerators modeled on Creative Destruction Lab and links to incubators such as Communitech and Platform Calgary. Commercialization pathways leverage intellectual property policies influenced by university tech transfer offices at the University of Alberta and University of Calgary, and funding from investors including Business Development Bank of Canada and venture capital firms similar to Real Ventures.

Facilities and Infrastructure

Core facilities are located in Edmonton and Calgary with compute clusters and GPU resources comparable to infrastructures at Google Brain and university high-performance computing centers. The institute collaborates with data repositories and computing resources like the Compute Canada network and leverages cloud credits from providers such as Amazon Web Services, Google Cloud Platform, and Microsoft Azure. Laboratory spaces draw on partnerships with research hubs like the Li Ka Shing Centre and campus facilities at the University of Alberta and University of Calgary.

Impact and Recognition

Its impact is visible in collaborations that produced publications in venues such as NeurIPS, ICML, CVPR, and Nature, and in alumni moving to positions at DeepMind, OpenAI, and leading universities like Stanford University and Massachusetts Institute of Technology. The institute has been cited in provincial policy discussions alongside entities like Alberta Innovates and national strategies such as the Pan-Canadian Artificial Intelligence Strategy. Awards and recognition include association with laureates of prizes linked to institutions such as the Turing Award community and recipients of grants from organizations like the Natural Sciences and Engineering Research Council.

Category:Machine learning organizations Category:Research institutes in Alberta