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wd violet
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12 votes
3 answers
2k views

If I use a regularization (e.g. L2) can I not apply early stopping?

6 votes
3 answers
972 views

Why not use the same distribution for the prior in Bayesian statistics?

5 votes
2 answers
136 views

Will a dataset with multiple labels perform better than with binary labels?

4 votes
1 answer
4k views

Interpreting Z-Scores of Linear Regression Coefficients

3 votes
2 answers
395 views

Relationship of significance level and p-values

3 votes
1 answer
307 views

What is meant by Bayesian Machine Learning in Regression?

3 votes
1 answer
401 views

Why do we sample from the uniform distribution in Metropolis-Hastings for acceptance?

2 votes
1 answer
80 views

How is a distance metric used in KNN when $K$ is given?

2 votes
1 answer
2k views

Finding true error between two curves

2 votes
1 answer
81 views

Why is the likelihood the product of the conditional PDF and the PDF of the parameter

2 votes
0 answers
22 views

How can classifiers with softmax output detect new novel/unseen items?

1 vote
1 answer
89 views

Maximum Likelihood Estimation is increasing the Variance instead of learning something useful from the data

1 vote
0 answers
38 views

On the reliability of validation loss as a metric

1 vote
0 answers
24 views

How to get (Gaussian) mean and covariance of missing variables in the E-Step of the EM Algorithm for Missing Data [duplicate]

1 vote
0 answers
70 views

How to use Forwards algorithm for HMM with Continuous Observation model $P(y|z_t=k)$

1 vote
0 answers
101 views

Validation accuracy does not reflect the actual change in the testing accuracy

1 vote
1 answer
51 views

Why is $X(X^TX)^{-1}X^T (y-X\beta)$ called the direction to the OLS solution? (Instead of $X(X^TX)^{-1}X^T y$)

1 vote
0 answers
34 views

NLP as a Poisson Regression Problem?

0 votes
0 answers
36 views

Confusing usage of Central Limit Theorem

0 votes
0 answers
35 views

How to sample from a given accessible PDF?

0 votes
0 answers
24 views

Probability inequality between subsets of events

0 votes
0 answers
22 views

Do I need to take additional log det Jacobians for every PDF that uses the reparameterization trick?

0 votes
1 answer
35 views

How to diagnose HMC results like r-hat for a Mixture Model?

0 votes
1 answer
29 views

In Bayesian Linear Regression, do I need to take multiple samples of the Posterior for prediction?