Judgment Cannot Be Expressed by Smooth Computation — The Problem of Discontinuity in AI
Yesterday, I wrote about why many AI projects end at the PoC stage and never take root in real operations.
Today, I wan...
Most AI projects are dead before they are built
— Reflections on AI Pre-Mortem Reviews
Over the past few years, as I’ve listened to companies talk about their AI proje...
Overview of softmax functions and related algorithms and implementation examples
Overview of Softmax Functions
A softmax function is a function used to convert a vector of real numbers in...
Overview of Word Sense Disambiguation and Examples of Algorithms and Implementations
Overview of Word Sense Disambiguation
Word Sense Disambiguation (WSD) is one of the key challenges in the ...
About MobileNet
Overview of MobileNet
MobileNet is one of the most widely used deep learning models in computer vision, and i...
Overview of the policy gradient method and examples of algorithms and implementations
Policy Gradient Methods
Policy Gradient Methods are a type of reinforcement learning that focuses specifica...
Graphical data analysis that takes into account changes over time using a time prediction model
Graphical data analysis that takes into account changes over time using a time prediction model
Graph data...
Overview of CP (CANDECOMP/PARAFAC) Decomposition, Algorithm and Example Implementation
CP (CANDECOMP/PARAFAC) Decomposition Overview
CP decomposition (CANDECOMP/PARAFAC) is a type of tensor decompo...
Paintings around Holland – The Dog of Flanders and Rubens
Dutch Golden Age and Painting
As described in "Travels in Holland" and "Travels along the Highway to Karatsu, Hi...
Overview of the translation model and examples of algorithms and implementations
Translation Models in Machine Learning
Translation models in machine learning are widely used in the field...