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Skymind @skymindio

Skymind is now Pathmind.com. #skymind

Joined May 2015
  • Tweets 1,005
  • Following 5,725
  • Followers 4,779
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Skymind@skymindio
17 Dec 2019
Skymind is now Pathmind announcement.pathmind.com/sk… #skymind @PathmindAI
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Skymind@skymindio
16 Dec 2019
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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Skymind@skymindio
22 Mar 2018
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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Skymind@skymindio
21 Mar 2018
Finale episode of Request For Commits, a podcast about #opensource changelog.com/rfc/20
Skymind@skymindio
21 Mar 2018
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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Skymind@skymindio
21 Mar 2018
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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Skymind@skymindio
21 Mar 2018
Self-driving car concerns rise after pedestrian killed in Arizona nbc-2.com/story/37776247/sel…
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Skymind@skymindio
21 Mar 2018
John Hennessy and David Patterson receive the Turing Award acm.org/media-center/2018/ma…
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Skymind@skymindio
21 Mar 2018
I trained fake news detection AI with >95% accuracy, and almost went crazy towardsdatascience.com/i-tra… #machinelearning
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Skymind@skymindio
21 Mar 2018
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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Skymind@skymindio
21 Mar 2018
Running Java in a Container mesosphere.com/blog/java-con… #java
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Skymind@skymindio
20 Mar 2018
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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Skymind@skymindio
20 Mar 2018
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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Skymind@skymindio
20 Mar 2018
Controlling Decoding for More Abstractive Summaries with Copy-Based Networks arxiv.org/abs/1803.07038 #deeplearning
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Skymind@skymindio
20 Mar 2018
The Machine Learning Reproducibility Crisis petewarden.com/2018/03/19/th…
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Skymind@skymindio
20 Mar 2018
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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Skymind@skymindio
20 Mar 2018
Debugging Behind the Iron Curtain archive.is/O70Rg#selection-1…
Skymind@skymindio
20 Mar 2018
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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Skymind@skymindio
19 Mar 2018
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
Skymind@skymindio
19 Mar 2018
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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