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João Gama, Associate Professor at the University of Porto, talks about the limitations of current machine learning and data mining algorithms in dealing with real-time data.
Tuyen Trung Truong talks about the gradient descent method, and why such a simple method performs so well in practice.
Christos Dimitrakakis talks about the challenge of identity protection.
Evolvable hardware (EHW) is a method of designing hardware through evolutionary methods. Through rapid evaluation of thousands of candidate solutions on an FPGA, good solutions can be found in a reasonable amount of time.