Algorithms
Anthropomorphising AI Is an Impediment to a Stable Society
Computation, unlike mathematics, is a physical process that takes time, energy, and space. Humans have dominated this planet’s ecosystem by learning to share and consolidate the outcome of their computation in an unprecedented way. Now…
The Matching Problem in General Graphs is in Quasi-NC
We show that the perfect matching problem in general graphs is in Quasi-NC. That is, we give a deterministic parallel algorithm which runs in polylogarithmic time on quasi-polynomially many processors. The result is obtained by…
Sparse Multi-Prototype Classification
Battle of Bandits
AI Infrastructure and Tools
Wolong: A Backend Optimizer for Deep Learning Computation and Open PAI Chair: Jilong Xue This talk presents Wolong, a backend optimization system for accelerating deep learning computation on graphics processing units (GPUs). It automatically applies…
Keynote: Knowledge Systems and AI
In an ideal world, there would be infinite computing resources. These resources would be free and sustainable, with no impact on the future of our planet. They would run services that would be accessible anytime…
Improving Yield of Energy Resources – AI Driven Approach
As we are building smart energy infrastructure that includes various forms of hybrid energy resources including electric vehicles, solar, battery storage etc., it firstly requires data to be collected from these disparate energy sources and…
