Attention   14148

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The Age of Distraction: reclaiming our attention from technology’s hands
"digital technologies now privilege our impulses over our intentions. As information technologies have enveloped our lives, they have transformed our experiential world into a never-ending flow of novel attentional rewards. "
attention  politics  technology  culture 
yesterday by grantpotter
[1803.08475] Attention Solves Your TSP
We propose a framework for solving combinatorial optimization problems of which the output can be represented as a sequence of input elements. As an alternative to the Pointer Network, we parameterize a policy by a model based entirely on (graph) attention layers, and train it efficiently using REINFORCE with a simple and robust baseline based on a deterministic (greedy) rollout of the best policy found during training. We significantly improve over state-of-the-art results for learning algorithms for the 2D Euclidean TSP, reducing the optimality gap for a single tour construction by more than 75% (to 0.33%) and 50% (to 2.28%) for instances with 20 and 50 nodes respectively.
neural-net  pointer-net  attention  tsp  combinatorial-optimization 
7 days ago by arsyed
"me me me me me, I'm heeere!!!" - Needy much!
pet  attention  snapchat  cute  dog  needy  from twitter_favs
8 days ago by stevechic

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