This white paper is an outcome of IPAM’s fall 2019 exploratory workshop, Deep Fakery: Mathematical, Cryptographic, Social, and Legal Perspectives. Represented at the workshop were members of the mathematics, machine learning, cryptography, philosophy, social science, legal, and policy communities. Discussion at the workshop focused on […]
This white paper is an outcome of IPAM’s fall 2019 long program, Machine Learning for Physics and the Physics of Learning. During the last couple of decades advances in artificial intelligence and machine learning (ML) have revolutionized many application areas such as image recognition and language […]
This white paper is an outcome of IPAM’s spring 2019 long program, Geometry and Learning from Data in 3D and Beyond. As technology advances, there is an ever-increasing demand to acquire, analyze, and generate 3D data. These necessarily large data sets must be amenable to efficient […]
This white paper is an outcome of IPAM’s fall 2018 long program, Science at Extreme Scales: Where Big Data Meets Large-Scale Computing. Computing has revolutionized science: simulation, or model-based computing, has allowed us to investigate phenomena much more complex than theoretical analysis alone can access, […]
Copyright. All Rights Reserved.