ICML accepted papers institution stats
The accepted papers at ICML have been published. ICML is a top Machine Learning conference, and one of the most relevant to Deep Learning…
2017.05.24 / 2min read. Read More
A Peek at Trends in Machine Learning
Have you looked at Google Trends? It’s pretty cool — you enter some keywords and see how Google Searches of that term vary through time. I…
2017.04.07 / 5min read. Read More
ICLR 2017 vs arxiv-sanity
I thought it would be fun to cross-reference the ICLR 2017 (a popular Deep Learning conference) decisions (which fall into 4 categories…
2017.03.14 / 10min read. Read More
Virtual Reality: still not quite there, again.
The first time I tried out Virtual Reality was a while ago — somewhere in the late 1990's. I was quite young so my memory is a bit hazy…
2017.01.17 / 10min read. Read More
Yes you should understand backprop
When we offered CS231n (Deep Learning class) at Stanford, we intentionally designed the programming assignments to include explicit…
2016.12.19 / 7min read. Read More
Health Care Collaboration Platforms and their Data
There’s a transformation in health-care allowing professionals (nurses, care managers, pharmacists, social workers) to communicate among…
2018.06.14 / 5min read. Read More
Robots replacing Nurses? Not in our Lifetime
Rather than replacing human experts in healthcare, software will play an augmentative role. I’m going to lay out my arguments against…
2018.04.01 / 9min read. Read More
Text classification and prediction using the Bag Of Words approach
There are a number of approaches to text classification. In other articles I’ve covered Multinomial Naive Bayes and Neural Networks.
2018.03.23 / 4min read. Read More
What do Sophia the robot and Miss Piggy have in common?
They are both puppets. We are entertained, perhaps, but there’s a problem.
2017.11.03 / 4min read. Read More
The Expert Will Chat With You Now
The conversation between subject matter experts and consumers will change — but not in the way most are currently imagining it.
2017.10.30 / 7min read. Read More
Announcing LightTag — The easy way to Annotate text
Doing large scale text annotations is hard. Often times companies can’t outsource the work due to either regulatory constraints on their…
2018.05.14 / 5min read. Read More
Active Learning: Optimization != Improvement
Labeled data has become paramount to the success of many business ventures and research projects. But obtaining labeled data remains a…
2018.04.24 / 10min read. Read More
Getting Text into Tensorflow with the Dataset API
Deep learning has made NLP easier by providing us with algorithms that can operate on arbitrary sequences. While the algorithms are crystal…
2018.02.19 / 11min read. Read More
On Labeled data
Andrej Karpathy, director of AI at Tesla, recently wrote a blog post “Software 2.0” where he said:
2018.01.15 / 6min read. Read More
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