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hanugm
  • Member for 3 years, 7 months
  • Last seen this week
5 votes
1 answer
293 views

What does "statistical efficiency" mean in this context?

5 votes
2 answers
327 views

Is an embedding a representation of a word or its meaning?

4 votes
1 answer
192 views

How is the state-value function expressed as a product of sums?

4 votes
1 answer
4k views

Which tasks are called as downstream tasks?

4 votes
1 answer
939 views

Is there a widely accepted definition of the width of a neural network?

4 votes
1 answer
107 views

What is the stride information of an image referring here?

4 votes
2 answers
105 views

Can I apply reparametrization trick on "any" deep neural network?

4 votes
1 answer
79 views

Is there any relation between the recursive neural network and recurrent neural network?

3 votes
2 answers
109 views

Why should one focus on spectral operations as a computer vision researcher?

3 votes
1 answer
41 views

Is there any variant of perceptron convergence algorithm that ensures uniqueness?

3 votes
2 answers
201 views

In layman terms, what does "attention" do in a transformer?

3 votes
2 answers
422 views

When can I call an entity a hyperparameter?

3 votes
2 answers
178 views

Is there any difference between affine transformation and linear transformation?

3 votes
1 answer
227 views

What exactly is an XPU?

3 votes
4 answers
898 views

What is the fundamental difference between an ML model and a function?

3 votes
1 answer
154 views

How do AI researchers imagine higher dimensions?

3 votes
1 answer
215 views

How can a probability density value be used for the likelihood calculation?

3 votes
1 answer
386 views

Where do the feature extraction and representation learning differ?

3 votes
3 answers
907 views

In logistic regression, why is the binary cross-entropy loss function convex?

3 votes
2 answers
119 views

Why do we commonly use the $\log$ to squash frequencies?

3 votes
1 answer
103 views

What are the necessary mathematical properties to be a loss function in gradient based optimizations?

3 votes
2 answers
1k views

What is Lipschitz constraint and why it is enforced on discriminator?

3 votes
1 answer
359 views

What is numerical stability?

3 votes
3 answers
88 views

What are the mathematical properties of natural exponential function that lead to its usefulness in artificial intelligence?

2 votes
3 answers
108 views

Is there any domain in machine learning that solves a problem by using only analytical algorithms?

2 votes
1 answer
104 views

Is there any way to train a neural network without using gradients?

2 votes
2 answers
113 views

Why does critical points and stationary points are used interchangeably?

2 votes
1 answer
77 views

Is there any inherent assumption of start and goal states in an MDP?

2 votes
1 answer
102 views

Do researchers generally treat tensors just as mathematical objects with certain shape?

2 votes
1 answer
365 views

What exactly is a Parzen?

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