Machine Learning

The AI Blog

Microsoft researchers have created technology that uses artificial intelligence to read a document and answer questions about it about as well as a …

Artificial Intelligence

Probabilistic Graphical Models

Financial Aid is available for learners who cannot afford the fee.Learn more and apply.<p>Probabilistic Graphical Models Specialization<p>Probabilistic …

Data Science

NASA is using machine learning to identify new exoplanets

By training satellites to look in the right direction using machine learning techniques, NASA is able to discover brand new exoplanets.


Big Data for Data Engineers

Financial Aid is available for learners who cannot afford the fee.Learn more and apply.<p>Big Data for Data Engineers Specialization<p>Build Your Data …

Big Data

[D]Help in understanding Reinforcement Learning from simple test cases.

Hi,I am currently trying to learn how reinforcement learning works by experimenting with simple test cases. I was hoping someone could help me out …

Reinforcement Learning

Big Data 2018: 4 Reasons To Be Excited, 4 Reasons To Be Worried

Big data is here to stay. Here we summarize what electronics engineers will like and not like about how the the extremely large data set gets used …

Big Data

Sequence Models

<b>About this course:</b> This course will teach you how to build models for natural language, audio, and other sequence data. Thanks to deep learning, …

10 Enterprise Machine Learning Predictions for 2018

With our 2018 machine learning predictions, we’re taking another shot at machine learning clairvoyance with some brand new calls while also upping …


HelloFresh: Machine Learning Engineer

<b>Company: Hellofresh</b> <b><br>Location: Berlin, Germany</b> <b><br>Web:</b> <b><br>Position: Machine Learning Engineer (m/f)</b><p><b>_Contact_:</b> <b><br>Apply online</b>.<p>At HelloFresh, we …

Big Data

Voice & Conversational Search: Top Challenges & How to Overcome Them

For a while, it seemed we’d be saying “next year will be the year of voice” annually, as was the case with mobile. Until last year, according to …


Cooperative Multi-Agent Reinforcement Learning for Low-Level Wireless Communication. (arXiv:1801.04541v1 [eess.SP])

Traditional radio systems are strictly co-designed on the lower levels of the OSI stack for compatibility and efficiency. Although this has enabled …


Deep Reinforcement Learning of Cell Movement in the Early Stage of C. elegans Embryogenesis. (arXiv:1801.04600v1 [cs.AI])

Cell movement in the early phase of C. elegans development is regulated by a highly complex process in which a set of rules and connections are …

Reinforcement Learning

Deep Reinforcement Fuzzing. (arXiv:1801.04589v1 [cs.AI])

Fuzzing is the process of finding security vulnerabilities in input-processing code by repeatedly testing the code with modified inputs. In this …

Deep Learning

[D] Is there any bottleneck with online reinforcement learning that makes it not mainstream yet?

Online learning may refer to the ones with batch size to be 1, but here I mean online reinforcement learning is the RL where the agent is updated at …

Deep Learning

Machine Learning: Regression


Alibaba neural network defeats human in global reading test

Chinese tech giant's research unit claims its deep neural network model is the first to beat humans in the Stanford Question Answering Dataset, but …

Alibaba Group

Machine Learning Trick of the Day (7): Density Ratio Trick

<i>· Read in 8 minutes · 1481 words · All posts in series ·</i><p>A probability on its own is often an uninteresting thing. But when we can compare …

Data Science

Fooling Speech Recognition With Hidden Voice Commands

It’s 2018, and while true hoverboards still elude humanity, some future predictions have come true. It’s now possible to talk to computers, and most …

Google Pixel

Meet Amber Yang. She's trying to prevent a space debris catastrophe

<b>(CNN) —</b> After watching "Gravity," Amber Yang started having nightmares.<p>The ninth-grader and astrophysics enthusiast from Windermere, Florida was naturally drawn the film, which imagined an astronaut's desperate escape to Earth after the destruction of a NASA space shuttle.<p>"Gravity" bent some rules …


2017 Year in Review, 2018 Prognoses, Semi-supervised learning, CTC networks, random forests tutorials, super-human SQuAD, M is Dead, Advances in Pre-training Word Embeddings …

Supervised Learning

AI beats humans in Stanford reading test

Alibaba's (NYSE:BABA) deep neural network and an AI software developed by Microsoft (NASDAQ:MSFT) have outscored humans on a Stanford University …


Theoretical Impediments to Machine Learning With Seven Sparks from the Causal Revolution. (arXiv:1801.04016v1 [cs.LG])

Authors: Judea PearlCurrent machine learning systems operate, almost exclusively, in a statistical, or model-free mode, which entails severe …


Machines Best Humans in Stanford's Grueling Reading Test

By Carl Engelking | January 15, 2018 12:56 pm<p><i>(Credit: Shutterstock)</i><p>The ability to read and understand a passage of text underpins the pursuit of …


Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization

Deep Learning

[D] Machine Learning - WAYR (What Are You Reading) - Week 40

This is a place to share machine learning research papers, journals, and articles that you're reading this week. If it relates to what you're …


#77: Amazon tests inventory improvement by generating fake customers with GANs, the ImageNet of video arrives, and robots get prettier with Unity-MuJoCo tie-up.

<b>Urban flaneurs generate fake cities with GANs:</b> <i><br>…Researchers discover same problems that AI researchers have been grappling with, like those relating</i> …

Data Science

[P] Python package for analyzing trained Tensorflow model through Grad-CAM and Influence score

submitted by /u/cyplus1 <br>[link] [comments]


Machine Learning

Financial Aid is available for learners who cannot afford the fee.Learn more and apply.<p>Machine Learning Specialization<p>Build Intelligent Applications. …


Is it possible to train the value output in a supervised (or even self-play) manner as AlphaZero paper explains? [D]

I've been working for a while in this kind of AZ projects. I started even this project some months ago:<p>And …

Deep Learning

Introduction to Deep Learning

Deep Learning