False Negatives: The Danger that Lurks Within
Machine Learning
We all know that an excess of false positives results in a huge waste of time for AML...
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Artificial Intelligence
Why Prediction Needs Unsupervised Learning
The appeal of forecasting the future is very easy to understand, even though it is not realizable....
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AML
The Winds of Change at ACAMS 2018
Of all the industry groups we engage with, ACAMS is different. The mission focus, the educational...
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Topology
AI in Regulated Industries: The No-Nonsense Guide
While there is much teeth-gnashing over the hype associated with AI, the fact of the matter is that...
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Topology
Geometric Methods for Constructing Efficient Neural Net Architectures
Deep neural networks are a fascinating and powerful concept that facilitates learning from complex...
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Artificial Intelligence
Mathematical Acceleration: Incorporating Prior Information to Make Neural Nets Learn 3.5X Faster
Deep neural nets typically operate on “raw data” of some kind, such as images, text, time...
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Engineering
Feature Rich – How Features Feature in Our 7.10 Release
Our position is pretty clear – we believe that every application will become an intelligent...
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Topology
Going Deeper: Using TDA To Learn How Convolutional Neural Networks Learn
In my earlier post I discussed how performing data analysis on the weights learned by convolutional...
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Artificial Intelligence
Going Deeper: Understanding How Convolutional Neural Networks Learn Using TDA
In my earlier post I discussed how performing topological data analysis on the weights learned by...
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Artificial Intelligence
Transforming Before Your Eyes – New Transformation Services
Intelligent applications are only as valuable as the data they act upon. Cleansing, merging and...
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Topology
Incorporating Prior Information In Order to Boost Neural Networks
Deep neural nets typically operate on “raw data” of some kind, such as images, text, time...
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Artificial Intelligence
Using Topological Data Analysis to Understand the Behavior of Convolutional Neural Networks
TLDR: Neural Networks are powerful but complex and opaque tools. Using Topological Data Analysis,...
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Artificial Intelligence
What Constitutes an AI Platform?
One of the questions we often field revolves around whether we identify ourselves as an artificial...
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AML
Intelligent Segmentation for AML – A Practitioner’s View
Segmentation is a fundamental component of the anti-money laundering (AML) process, and is...
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Artificial Intelligence
What is a model?
In this post, I want to expand our understanding of the term ‘model’ – the Machine...
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AML
The Forbes Fintech50
The Forbes FinTech50 is prestigious list. Assembled by the editorial staff based on their research,...
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Artificial Intelligence
Hackathon. Check.
Last week, Ayasdi hosted its first ever internal Hackathon. We are a pretty geeky crew over here...
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Topology
The AI Arms Race – Weapons of Mass Discovery
This post originally appeared in The Cipher Brief. When we think of arms races, we are...
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Machine Intelligence
Machine Intelligence for Statistical Inference and Human Interpretation of Data
One of the criticisms of machine learning and artificial intelligence approaches to the study of...
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AML
The REG/SUM Event in Tokyo – Key Takeaways on the RegTech Landscape
Ayasdi was invited by the Nikkei to attend Japan’s first ever RegTech event in December...
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Awards
AyasdiAI Named #1 Artificial Intelligence Platform for Chartis RiskTech100®
We are honored to be recognized as the winner of the new Artificial Intelligence category for the...
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Artificial Intelligence
Designing AI for the Enterprise
We are in an interesting time in the development of artificial intelligence (AI). We’ve moved...
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