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GENIVI-LEARNER
  • Member for 3 years, 2 months
  • Last seen more than a month ago
  • Mount Prospect, IL, United States
7 votes
2 answers
4k views

Intuitive Understanding of Expected Improvement for Gaussian Process

7 votes
0 answers
182 views

D-Optimal Criteria Vs Differential Shannon Entropy

4 votes
2 answers
452 views

Conflicting Definition of Information in Statistics | Fisher Vs Shannon

4 votes
1 answer
5k views

Does Length Scale of the Kernel in Gaussian Process directly Relates to Correlation Length?

3 votes
1 answer
449 views

Maximum Likelihood Fit for Non-Linear Regression

3 votes
1 answer
1k views

Derivative of Gaussian Process (continued)

3 votes
1 answer
533 views

Difference between Covariance and Mutual Information

3 votes
1 answer
131 views

Shannon Information | Understanding from a Microstate Perspective

3 votes
1 answer
185 views

Are Dispersion and Entropy Related?

2 votes
0 answers
29 views

Parameters Quantification in Bayesian and Frequentist Approach

2 votes
1 answer
50 views

Does Covariance Improve Variance of Random Variable?

2 votes
2 answers
968 views

Is Covariance Matrix analogous to Jacobian Matrix?

2 votes
1 answer
62 views

Conditional Probability for Coin Flip Data

2 votes
0 answers
30 views

Mutual Information as a Uncertainty Reduction Criteria For Arbitrary Field

2 votes
0 answers
179 views

Fisher Information | Second Derivative of Likelihood Vs Second Derivative of Log Likelihood

2 votes
1 answer
210 views

Expression for Derivative of Hyperparameter of Kernel with respect to New Data

2 votes
1 answer
117 views

Measure of Similarity Between Scatter Data

1 vote
0 answers
187 views

Gaussian Process - The variance term in Kernel matrix is not reducing to 0 at the Location of the Data Point

1 vote
1 answer
34 views

Conceptual Difference between $p(\mathbf{f}_* \lvert \mathbf{X}_*,\mathbf{f})$ and $ p(\mathbf{f}_* \lvert \mathbf{X}_*,\mathbf{X},\mathbf{y})$

1 vote
1 answer
244 views

Relation between Optimization of Hyperparameters and Marginalization (Bayesian Optimization)

1 vote
1 answer
1k views

Sufficient Statistic for Normal Distribution | Mean, Variance & Kurtosis

1 vote
0 answers
53 views

Probability Assigned to Distance between Two People Random Walking in a Room [closed]

1 vote
0 answers
37 views

Difference between measure and metric in context to information and mutual information

0 votes
1 answer
129 views

Understanding Marginalization of Uncertain Variables

0 votes
1 answer
453 views

Dirac Delta Function in Bayesian Optimization

0 votes
2 answers
335 views

Understanding Product of individual PDF for Joint PDF

0 votes
1 answer
402 views

Monte Carlo Sampling is performing better then Bayesian Optimization

0 votes
1 answer
51 views

Meaning of Neural Network Doesnt Imply More Structure on the Model

0 votes
1 answer
245 views

Intuitive Understanding of the Effect of Correlation on Random Variables in Gaussian Process

0 votes
0 answers
36 views

$\Sigma_*$ in Gaussian Process Prediction Formula