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Recent questions in Machine Learning
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1
answer
What is data augmentation? Can you give some examples?
asked
Jun 10, 2023
in
Machine Learning
by
sharadyadav1986
data-augmentation
0
votes
1
answer
Can you explain the differences between supervised, unsupervised, and reinforcement learning?
asked
Jun 10, 2023
in
Machine Learning
by
sharadyadav1986
reinforcementlearning
0
votes
1
answer
What is an imbalanced dataset? Can you list some ways to deal with it?
asked
Jun 10, 2023
in
Machine Learning
by
sharadyadav1986
imbalanced-dataset
0
votes
1
answer
Why do ensembles typically have higher scores than individual models?
asked
Jun 10, 2023
in
Machine Learning
by
sharadyadav1986
ensemblesmodels
0
votes
1
answer
What is stratified cross-validation and when should we use it?
asked
Jun 10, 2023
in
Machine Learning
by
sharadyadav1986
cross-validation
0
votes
1
answer
Why do we need a validation set and test set? What is the difference between them?
asked
Jun 10, 2023
in
Machine Learning
by
sharadyadav1986
data-validation
0
votes
1
answer
Why would you use many small convolutional kernels such as 3x3 rather than a few large ones?
asked
Jun 10, 2023
in
Machine Learning
by
sharadyadav1986
convolutionalkernels
0
votes
1
answer
What is batch normalization and why does it work?
asked
Jun 10, 2023
in
Machine Learning
by
sharadyadav1986
batchnormalization
0
votes
1
answer
What is the significance of Residual Networks?
asked
Jun 10, 2023
in
Machine Learning
by
sharadyadav1986
residualnetworks
0
votes
1
answer
Why do segmentation CNNs typically have an encoder-decoder style / structure?
asked
Jun 10, 2023
in
Machine Learning
by
sharadyadav1986
cnn-encoder-decoder
0
votes
1
answer
Why do we have max-pooling in classification CNNs?
asked
Jun 10, 2023
in
Machine Learning
by
sharadyadav1986
cnn-classification
0
votes
1
answer
What makes CNNs translation invariant?
asked
Jun 10, 2023
in
Machine Learning
by
sharadyadav1986
cnnstranslation-invariant
0
votes
1
answer
Why do we use convolutions for images rather than just FC layers?
asked
Jun 10, 2023
in
Machine Learning
by
sharadyadav1986
convolutions
machinelearning
0
votes
1
answer
How to Reverse a bitstring.
asked
Jun 10, 2023
in
Machine Learning
by
sharadyadav1986
reverseabitstring
+1
vote
0
answers
How does image registration work? Sparse vs. dense optical flow and so on.
asked
Jun 10, 2023
in
Machine Learning
by
sharadyadav1986
imageregistrationwork
0
votes
1
answer
How does CBIR work?
asked
Jun 10, 2023
in
Machine Learning
by
sharadyadav1986
cbir
0
votes
1
answer
How would you remove outliers when trying to estimate a flat plane from noisy samples?
asked
Jun 10, 2023
in
Machine Learning
by
sharadyadav1986
machinelearning
0
votes
1
answer
Given stride S and kernel sizes for each layer of a (1-dimensional) CNN, create a function to compute the receptive field of a particular node in the network.
asked
Jun 10, 2023
in
Machine Learning
by
sharadyadav1986
cnn
machinelearning
0
votes
1
answer
Why is ReLU better and more often used than Sigmoid in Neural Networks?
asked
Jun 10, 2023
in
Machine Learning
by
sharadyadav1986
sigmoid
neuralnetworks
0
votes
1
answer
What is regularization, why do we use it, and give some examples of common methods?
asked
Jun 10, 2023
in
Machine Learning
by
sharadyadav1986
what
is
regularization
why
do
we
use
it
and
give
some
examples
of
common
methods
0
votes
1
answer
How do you combat the curse of dimensionality?
asked
Jun 10, 2023
in
Machine Learning
by
sharadyadav1986
curseofdimensionality
0
votes
1
answer
Which method is frequently used to prevent overfitting?
asked
Mar 16, 2023
in
Machine Learning
by
SakshiSharma
overfitting
machine
learning
+1
vote
1
answer
What are the two methods used for the calibration in Supervised Learning?
asked
Mar 16, 2023
in
Machine Learning
by
SakshiSharma
supervised
learning
0
votes
1
answer
What is Inductive Logic Programming in Machine Learning?
asked
Mar 16, 2023
in
Machine Learning
by
SakshiSharma
logic
programming
machine
learning
0
votes
1
answer
In what areas Pattern Recognition is used?
asked
Mar 16, 2023
in
Machine Learning
by
SakshiSharma
pattern
recognition
0
votes
1
answer
What are the advantages of Naive Bayes?
asked
Mar 16, 2023
in
Machine Learning
by
SakshiSharma
naive
bayes
0
votes
1
answer
What is classifier in machine learning?
asked
Mar 16, 2023
in
Machine Learning
by
SakshiSharma
machine
learning
0
votes
1
answer
What is the difference between artificial learning and machine learning?
asked
Mar 16, 2023
in
Machine Learning
by
SakshiSharma
machine
learning
artificial
0
votes
1
answer
What is algorithm independent machine learning?
asked
Mar 16, 2023
in
Machine Learning
by
SakshiSharma
algorithm
independent
machine
learning
0
votes
1
answer
Explain what is the function of ‘Supervised Learning’?
asked
Mar 16, 2023
in
Machine Learning
by
SakshiSharma
supervised
learning
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