Ecology and environment

Publication

Towards Ethical Deployment of AI for Conservation Systems

Christine Kaeser-Chen, Tanya Birch, Katherine Chou, Tomer Gadot, Hartwig Adam, Serge Belongie, Tim Robertson, Eric Fegraus, Dan Morris

August 2019

Project

Publication

Fracking, Coal, and Air Quality

Reid Johnsen, Jacob LaRiviere, Hendrik Wolff

Journal of the Association of Environmental and Resource Economists | July 2019, Vol 6(5): pp. 1001-1037

Publication

Improving Subseasonal Forecasting in the Western U.S. with Machine Learning

Jessica Hwang, Paulo Orenstein, Judah Cohen, Karl Pfeiffer, Lester Mackey

2019 Knowledge Discovery and Data Mining | July 2019

Sub-Seasonal Climate Forecast Rodeo challenge winner

Access Project

Video

Keynote: Intentional Approaches to Human-Computer Collaboration

July 18, 2019 | Mira Lane

Emerging technologies like artificial intelligence and mixed reality have the potential to upend the way we create, work, and interact with one another. This disruption is an opportunity and a challenge. As we see technologies…

Video: Keynote- Intentional Approaches to Computer-Machine Collaboration

1:07:03

Publication

Efficient Pipeline for Camera Trap Image Review

Sara Beery, Dan Morris, Siyu Yang

July 2019

Project Project

Publication

Efficient Pipeline for Automating Species ID in new Camera Trap Projects

Sara Beery, Dan Morris, Siyu Yang, Marcel Simon, Arash Norouzzadeh, Neel Joshi

Biodiversity Information Science and Standards | June 2019

Project Project

Publication

Accelerated Development of Perovskite-Inspired Materials via High-Throughput Synthesis and Machine-Learning Diagnosis

Shijing Sun, Noor T.P. Hartono, Zekun D. Ren, Zekun D. Ren, Felipe Oviedo, Antonio M. Buscemi, Mariya Layurova, De Xin Chen, Tofunmi Ogunfunmi, Janak Thapa, Savitha Ramasamy, Charles Settens, Charles Settens, Brian L. DeCost, Aaron G. Kusne, Zhe Liu, Siyu I.P. Tian, Siyu I.P. Tian, Ian Marius Peters, Juan-Pablo Correa-Baena, Tonio Buonassisi, Tonio Buonassisi

Joule | June 2019, Vol 3(6): pp. 1437-1451

Publication

Additionality, Mistakes, and Energy Efficiency Investment

Ben Gilbert, Jacob LaRiviere, Kevin Novan

June 2019

No 2019-01, Working Papers from Colorado School of Mines, Division of Economics and Business

Publication

Tackling Climate Change with Machine Learning

David Rolnick, Priya L. Donti, Lynn H. Kaack, Kelly Kochanski, Alexandre Lacoste, Kris Sankaran, Andrew Slavin Ross, Nikola Milojevic-Dupont, Natasha Jacques, Anna Waldman-Brown, Alexandra Luccioni, Tegan Maharaj, Evan D. Sherwin, S. Karthik Mukkavilli, Konrad P. Kording, Carla Gomes, Andrew Y. Ng, Demis Hassabis, John C. Platt, Felix Creutzig, Jennifer Chayes, Yoshua Bengio

June 2019

Tool

Snapshot Serengeti

This data set contains 1.2M sequences of camera trap images, totaling 3.2M images. Species-level labels are provided for 48 species. We have also added approximately 100,000 bounding box annotations to approximately 38,000 images. The images…

Access

Project FarmVibes | Research for Industry

Bioacoustics: Leveraging AI to process audio recordings of diverse species

Geospatial Machine Learning

Advance sustainability initiative | AI For Good Lab

Towards Ethical Deployment of AI for Conservation Systems

Fracking, Coal, and Air Quality

Improving Subseasonal Forecasting in the Western U.S. with Machine Learning

Keynote: Intentional Approaches to Human-Computer Collaboration

Efficient Pipeline for Camera Trap Image Review

Efficient Pipeline for Automating Species ID in new Camera Trap Projects

Accelerated Development of Perovskite-Inspired Materials via High-Throughput Synthesis and Machine-Learning Diagnosis

Additionality, Mistakes, and Energy Efficiency Investment

Tackling Climate Change with Machine Learning

Snapshot Serengeti

Ecology and environment

Highlights