@skymindio

Skymind is now https://xitter.cf/t.co/Bw7OQXbhlS. #skymind

 San Francisco, CA
pathmind.com
Joined May 2015
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35Media
Skymind is now Pathmind announcement.pathmind.com/sk… #skymind @PathmindAI
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Pathmind is a way to apply advanced reinforcement learning to business simulations to find your best path of action: pathmind.com
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Understanding deep learning through neuron deletion deepmind.com/blog/understand… #deeplearning @DeepMindAI

Understanding deep learning through neuron deletion

Deep neural networks are composed of many individual neurons, which combine in complex and counterintuitive ways to solve a wide range of challenging tasks. This complexity grants neural networks...

deepmind.google
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Finale episode of Request For Commits, a podcast about #opensource changelog.com/rfc/20
Neural Combinatorial Optimization with Reinforcement Learning arxiv.org/abs/1611.09940

Neural Combinatorial Optimization with Reinforcement Learning

This paper presents a framework to tackle combinatorial optimization problems using neural networks and reinforcement learning. We focus on the traveling salesman problem (TSP) and train a...

arxiv.org
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Order Matters: Sequence to sequence for sets arxiv.org/abs/1511.06391 #deeplearning @googleresearch

Order Matters: Sequence to sequence for sets

Sequences have become first class citizens in supervised learning thanks to the resurgence of recurrent neural networks. Many complex tasks that require mapping from or to a sequence of...

arxiv.org
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Self-driving car concerns rise after pedestrian killed in Arizona nbc-2.com/story/37776247/sel…
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John Hennessy and David Patterson receive the Turing Award acm.org/media-center/2018/ma…
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I trained fake news detection AI with >95% accuracy, and almost went crazy towardsdatascience.com/i-tra… #machinelearning
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Making a text-to-speech model with 1 minute of speech samples within 10 minutes github.com/Kyubyong/speaker_…

GitHub - Kyubyong/speaker_adapted_tts: Making a TTS model with 1 minute of speech samples within 10...

Making a TTS model with 1 minute of speech samples within 10 minutes - Kyubyong/speaker_adapted_tts

github.com
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Running Java in a Container mesosphere.com/blog/java-con… #java
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Self-replicating Neural Network (Quine) arxiv.org/abs/1803.05859 #deeplearning

Neural Network Quine

Self-replication is a key aspect of biological life that has been largely overlooked in Artificial Intelligence systems. Here we describe how to build and train self-replicating neural networks....

arxiv.org
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Constant-Time Predictive Distributions for Gaussian Processes arxiv.org/abs/1803.06058 Pleiss et al #machinelearning

Constant-Time Predictive Distributions for Gaussian Processes

One of the most compelling features of Gaussian process (GP) regression is its ability to provide well-calibrated posterior distributions. Recent advances in inducing point methods have sped up GP...

arxiv.org
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Controlling Decoding for More Abstractive Summaries with Copy-Based Networks arxiv.org/abs/1803.07038 #deeplearning
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The Machine Learning Reproducibility Crisis petewarden.com/2018/03/19/th…
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Simple random search provides a competitive approach to reinforcement learning arxiv.org/abs/1803.07055 #machinelearning

Simple random search provides a competitive approach to...

A common belief in model-free reinforcement learning is that methods based on random search in the parameter space of policies exhibit significantly worse sample complexity than those that explore...

arxiv.org
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Debugging Behind the Iron Curtain archive.is/O70Rg#selection-1…
Artificial data give the same results as real data — without compromising privacy New approach can help orgs scale their data science with artificial data & crowdsourcing. news.mit.edu/2017/artificial…

Artificial data give the same results as real data — without compromising privacy

New research from the MIT finds that synthetic data can successfully replace real data in software writing and testing.

news.mit.edu
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This is bad... Self-Driving Uber Car Kills Arizona Pedestrian nytimes.com/2018/03/19/techn…

Self-Driving Uber Car Kills Pedestrian in Arizona, Where Robots Roam (Published 2018)

A woman in Tempe, Ariz., died after being hit by a self-driving car operated by Uber, in what is believed to be the first fatality of a pedestrian from an autonomous vehicle on public roads.

nytimes.com
500,000 Docker pulls for the Skymind Intelligence Layer CE. Check out the REST API for our free machine learning model server: docs.skymind.ai/v1.0.3/refer… #deeplearning #machinelearning
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