Differentiable Economics: Strategic Behavior, Mechanisms, and Machine Learning
Recent advances have made machine learning a tool for solving longstanding problems in economics.
David C. Parkes
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Optimal Auctions Through Deep Learning
We overview recent research results that show how tools from deep learning are shaping up to become a powerful tool for the automated design of near-optimal auctions.
Technical Perspective: Moving Spectrum
The incentive auction scenario provides the backdrop for the breathtaking research contribution presented by Newman et al. in "Deep Optimization for Spectrum Repacking."
Journals For Certification, Conferences For Rapid Dissemination
The publication culture in computer science is different. Whereas other disciplines focus on journal publication, the standard practice in CS has been to publish in a conference and then (sometimes) publish a journal version of the conference paper
Technical Perspective: Complex Financial Products: <i>Caveat Emptor</i>
CDOs are examples of financial derivatives, with a value that depends on the underlying assets with which they are linked. These kinds of complex financial products are the cause célèbre of the financial crisis, and many have called for their regulation or even elimination.
Computational Challenges in E-Commerce
Economic and social sciences will drive Internet protocols and services into the future.
Shape the Future of Computing
ACM encourages its members to take a direct hand in shaping the future of the association. There are more ways than ever to get involved.
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