The Pyrocene: Living in a New Age of Fire
Cary Institute lecture with environmental historian Stephen Pyne (professor emeritus, Arizona State University) in conversation with Cary forest ecologist Winslow Hansen, on humanity's evolving relationship with fire, why destructive megafires have increased, the role of climate and land-use decisions, and pathways toward restoring ecological fire balance.
Machine Learning as a tool for positive impact : case studies from climate change
Climate change is one of our generation's greatest challenges, with increasingly severe consequences on global ecosystems and populations. Machine Learning has the potential to address many important challenges in climate change, from both mitigation (reducing its extent) and adaptation (preparing for unavoidable consequences) aspects. To present the extent of these opportunities, I will describe some of the projects that I am involved in, spanning from generative model to computer vision and natural language processing. There are many opportunities for fundamental innovation in this field, advancing the state-of-the-art in Machine Learning while ensuring that this fundamental progress translates into positive real-world impact.