Google Brain Research in 2018
(T) As he did last year, Jeff Dean, the tech lead of the Google Brain Team and probably one of the most famous Silicon Valley engineers, shared some of the […]
Generative Models, the Good, the Bad, and the Ugly!
(T) Most machine learning models are discriminative. Given a number of features (input data), the model learns how to generate the labels (output data). On the other hand, generative models […]
Prof. Daskalakis Winning the 2018 Nevanlinna Prize
(T) Every four years at the International Congress of Mathematicians (ICM), the Nevanlinna Prize laureate is announced. This week, at the 2018 ICM in Rio de Janeiro, it was announced […]
Machine Learning Platforms and Data Pipelines at Google, Facebook and Uber
(T) When you are a small start-up of fewer than 20 employees, you obviously have only one machine learning platform for all your analytics and services. That is not obviously […]
Google TensorFlow Developer Summit
(T) Google had yesterday its second TensorFlow (TF) developer summit at the Computer Museum in Mountain View. This second summit was quite different from the first one. While the first […]
Stanford Scaled Machine Learning Conference
(T) I had the opportunity to attend last Saturday, the second Scaled Machine Learning conference @ Stanford University organized by Professor Reza Zadeh, and his venture Madroid. The speakers were […]
The Expansion of the TensorFlow Platform
(T) I had the opportunity to attend this week IBM Index Developer conference at the Moscone Center. In particular, I attended on Tuesday the Open Community Meetings on TensorFlow (and […]
Google Brain Research in 2017
(T) As he did last year, Jeff Dean, the tech lead of the Google Brain Team and probably one of the most famous Silicon Valley engineers, shared some of the […]
An Easy Way to Find What you Want to See in a Video
(T) I had the opportunity to see, last month at the Scaled Machine Learning conference at Stanford University, an impressive demo from Professor Reza Zadeh from Stanford University about Matroid, […]
Scaled Machine Learning Conference @ Stanford
(T) I had the opportunity to attend last Saturday, the Scaled Machine Learning conference @ Stanford University organized by Professor Reza Zadeh, and his venture Madroid. The speakers were some […]
TensorFlow Dev Summit
(T) This week Google had on Wednesday @ Googleplex a one-day dev summit on TensorFlow. There were not too many sessions but all session videos are available. Following are my […]
Playing the Go Game with Deep Neural Networks and Tree Search
(T) Deep Blue, an IBM supercomputer programmed with brute force analysis, defeated Chess grandmaster Garry Kasparov in 1997 over six games. IBM’s Watson won Jeopardy! in 2011. This week the […]
NIPS 2015 Conference in Montreal
(T) Last week in Montreal, was the twenty-ninth annual conference on Neural Information Processing Systems (NIPS). NIPS is probably one of the most well-attended machine learning and computational neuroscience conferences. […]
Baidu Research in Artificial Intelligence
(T) I attended last week three presentations from the Baidu AI Lab in Sunnyvale, part of the SF Big Analytics meet-up in San Francisco. Professor Andrew Ng’s Stanford University Professor […]
Google Research in Deep Learning
(T) I attended last month a presentation from Ilya Susdskever from Google Research about Deep Leaning, part of the SF Big Analytics meet-up in San Francisco. Ilya, along with Alex […]
Facebook Research in DeepFace
(T) Facebook has definitely pioneered many new techniques for face recognition. This month, the social networking company is launching a new app “Moments” to get from your family and friends […]
Playing Games with Reinforcement Learning
(T) The DeepMind Technologies team in London has just published a paper in Nature: “human-level control through deep reinforcement learning”. The Deep Neural Network called Deep Q-Network (DQN) combines a Reinforcement Learning algorithm with Experience Replay […]
Recommending Music on Spotify with Deep Learning
(T) Do you enjoy listening to Bach’s Brandenburg Concertos? If you do, you are likely to appreciate Vivaldi’s violin concertos as well. Musicians learn from each other. And, musicians influence […]
Microsoft Deep Learning Image Classifier
(T) At its 15th annual Research Faculty Summit, Microsoft demonstrated its latest deep learning image classifier named Project Adam. Adam was demonstrated on a smartphone to identify the exact breed […]
Deep Dive into Deep Learning
(T) There are many objects which look like a bicycle but are not a bicycle. A person will make the difference between all those objects and tell accurately which one […]
