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Adversarial attacks on "Explanation models"
Before we start our discussion on attacks, let us understand the explanation model, why we need it in the first place and how it works....
Sujith Chandrasekaran
Aug 19, 20223 min read


Game theory to explainability
In game theory, a game can be a set of circumstances whereby two or more players or decision-makers contribute to an outcome. The...
Sujith Chandrasekaran
Aug 12, 20222 min read


Explainable AI - an overview
We talked about the definition of Explainable AI in our previous edition. We will discuss how to interpret it, the taxonomy of...
Sujith Chandrasekaran
Aug 5, 20223 min read


Explainable AI - demystified
On the one hand, we want an ML algorithm to predict accurately, and on the other hand, we want the data scientists / ML engineers to...
Sujith Chandrasekaran
Jul 29, 20222 min read


Why should I trust your model?
Nine out of ten machine learning models developed don't get deployed in production, and one of the primary reasons for the same is that...
Sujith Chandrasekaran
Jul 22, 20223 min read


Economics of AI
Has AI changed the world economy? How has AI improved the way we do business? What has been its impact? We will discuss. Let us start...
Sujith Chandrasekaran
Jul 17, 20222 min read


Often assumptions impact decisions more than your data
Have you come across people saying, "I make decisions based on data and hence I am always correct"? I don't take your recommendations...
Sujith Chandrasekaran
Jul 8, 20223 min read


What if you don't know the ground truth?
John, a class 12 student, has studied well, appeared for the revision tests several times, and improved his marks in internal exams. As a...
Sujith Chandrasekaran
Jul 1, 20223 min read


No, Sorry, out of the syllabus
The machine learning model is like our baby. The learning process is almost like how children learn. For instance, the children observe...
Sujith Chandrasekaran
Jun 24, 20223 min read


No Free Lunch Theorem
In the 1870s, saloons (bars) in the United States started to offer free lunches to those customers purchasing at least one drink....
Sujith Chandrasekaran
Jun 17, 20222 min read


Adversarial attacks on "Explanation models"
Before we start our discussion on attacks, let us understand the explanation model, why we need it in the first place and how it works....
Sujith Chandrasekaran
Aug 19, 20223 min read


Game theory to explainability
In game theory, a game can be a set of circumstances whereby two or more players or decision-makers contribute to an outcome. The...
Sujith Chandrasekaran
Aug 12, 20222 min read


Explainable AI - an overview
We talked about the definition of Explainable AI in our previous edition. We will discuss how to interpret it, the taxonomy of...
Sujith Chandrasekaran
Aug 5, 20223 min read


Explainable AI - demystified
On the one hand, we want an ML algorithm to predict accurately, and on the other hand, we want the data scientists / ML engineers to...
Sujith Chandrasekaran
Jul 29, 20222 min read


Why should I trust your model?
Nine out of ten machine learning models developed don't get deployed in production, and one of the primary reasons for the same is that...
Sujith Chandrasekaran
Jul 22, 20223 min read


Economics of AI
Has AI changed the world economy? How has AI improved the way we do business? What has been its impact? We will discuss. Let us start...
Sujith Chandrasekaran
Jul 17, 20222 min read


Often assumptions impact decisions more than your data
Have you come across people saying, "I make decisions based on data and hence I am always correct"? I don't take your recommendations...
Sujith Chandrasekaran
Jul 8, 20223 min read


What if you don't know the ground truth?
John, a class 12 student, has studied well, appeared for the revision tests several times, and improved his marks in internal exams. As a...
Sujith Chandrasekaran
Jul 1, 20223 min read


No, Sorry, out of the syllabus
The machine learning model is like our baby. The learning process is almost like how children learn. For instance, the children observe...
Sujith Chandrasekaran
Jun 24, 20223 min read


No Free Lunch Theorem
In the 1870s, saloons (bars) in the United States started to offer free lunches to those customers purchasing at least one drink....
Sujith Chandrasekaran
Jun 17, 20222 min read


Adversarial attacks on "Explanation models"
Before we start our discussion on attacks, let us understand the explanation model, why we need it in the first place and how it works....
Sujith Chandrasekaran
Aug 19, 20223 min read


Game theory to explainability
In game theory, a game can be a set of circumstances whereby two or more players or decision-makers contribute to an outcome. The...
Sujith Chandrasekaran
Aug 12, 20222 min read


Explainable AI - an overview
We talked about the definition of Explainable AI in our previous edition. We will discuss how to interpret it, the taxonomy of...
Sujith Chandrasekaran
Aug 5, 20223 min read


Explainable AI - demystified
On the one hand, we want an ML algorithm to predict accurately, and on the other hand, we want the data scientists / ML engineers to...
Sujith Chandrasekaran
Jul 29, 20222 min read


Why should I trust your model?
Nine out of ten machine learning models developed don't get deployed in production, and one of the primary reasons for the same is that...
Sujith Chandrasekaran
Jul 22, 20223 min read


Economics of AI
Has AI changed the world economy? How has AI improved the way we do business? What has been its impact? We will discuss. Let us start...
Sujith Chandrasekaran
Jul 17, 20222 min read


Often assumptions impact decisions more than your data
Have you come across people saying, "I make decisions based on data and hence I am always correct"? I don't take your recommendations...
Sujith Chandrasekaran
Jul 8, 20223 min read


What if you don't know the ground truth?
John, a class 12 student, has studied well, appeared for the revision tests several times, and improved his marks in internal exams. As a...
Sujith Chandrasekaran
Jul 1, 20223 min read


No, Sorry, out of the syllabus
The machine learning model is like our baby. The learning process is almost like how children learn. For instance, the children observe...
Sujith Chandrasekaran
Jun 24, 20223 min read


No Free Lunch Theorem
In the 1870s, saloons (bars) in the United States started to offer free lunches to those customers purchasing at least one drink....
Sujith Chandrasekaran
Jun 17, 20222 min read


Adversarial attacks on "Explanation models"
Before we start our discussion on attacks, let us understand the explanation model, why we need it in the first place and how it works....
Sujith Chandrasekaran
Aug 19, 20223 min read


Game theory to explainability
In game theory, a game can be a set of circumstances whereby two or more players or decision-makers contribute to an outcome. The...
Sujith Chandrasekaran
Aug 12, 20222 min read


Explainable AI - an overview
We talked about the definition of Explainable AI in our previous edition. We will discuss how to interpret it, the taxonomy of...
Sujith Chandrasekaran
Aug 5, 20223 min read


Explainable AI - demystified
On the one hand, we want an ML algorithm to predict accurately, and on the other hand, we want the data scientists / ML engineers to...
Sujith Chandrasekaran
Jul 29, 20222 min read


Why should I trust your model?
Nine out of ten machine learning models developed don't get deployed in production, and one of the primary reasons for the same is that...
Sujith Chandrasekaran
Jul 22, 20223 min read


Economics of AI
Has AI changed the world economy? How has AI improved the way we do business? What has been its impact? We will discuss. Let us start...
Sujith Chandrasekaran
Jul 17, 20222 min read


Often assumptions impact decisions more than your data
Have you come across people saying, "I make decisions based on data and hence I am always correct"? I don't take your recommendations...
Sujith Chandrasekaran
Jul 8, 20223 min read


What if you don't know the ground truth?
John, a class 12 student, has studied well, appeared for the revision tests several times, and improved his marks in internal exams. As a...
Sujith Chandrasekaran
Jul 1, 20223 min read


No, Sorry, out of the syllabus
The machine learning model is like our baby. The learning process is almost like how children learn. For instance, the children observe...
Sujith Chandrasekaran
Jun 24, 20223 min read


No Free Lunch Theorem
In the 1870s, saloons (bars) in the United States started to offer free lunches to those customers purchasing at least one drink....
Sujith Chandrasekaran
Jun 17, 20222 min read
Sujith Chandrasekaran
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Data and Management Blogger
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