Table 5 shows dimensions of the instances.
When running the same experiments described in [ 2] we registered a very poor performance for the Flow-RM, mainly due to the large dimension of the considered instances and the presence of symmetries despite the use of constraints (13 - 15 13 - 15
Additionally, as the input layer of a CNN must match the dimension of instances from the input data a smaller input layer with less neurons can be employed.
Let N t be the largest dimension of the initial image (for instance the number of rows for a tall image) at time t or at time t+1.
For cases in which the number of frequencies in the data exceeds the dimension of omega, for instance multiple frequency data with a single frequency model, the above approximation for the evidence is ill-suited as the posterior will cease to be unimodal.
Table 2 Training, validation and test partition sizes for data Experiment Partition Num. of instances % of data Embedding Full 100,000 100 Training 72,000 72 Validation 12,960 18 Test 1296 10 Padding Full 1600,000 100 Training 1152,000 72 Validation 207,360 18 Test 20,736 10 Table 3 Dimension of each instance's using the four different character embeddings.
(2) Importance of instance: fractal dimension of the dynamic model can be adjusted as instance weight for efficient online learning.
Then, each sample i, (6) x ·, i ∼ N VV x ·, i lat, Λ ) is represented by a column of the latent variable matrix X lat ∈ R M × N. Again, the subset operator '·' indicates that the entire dimension of the array is included, for instance, not only the single peak j of the observations matrix X or the single cluster m of the latent variable X lat.
Similar to other dimensions of abuse, in the instance of a woman wanting to deliver in a standing position, she was berated for not adjusting her preferences to a "modern" mold.
For instance, the dimension of the input vectors to the booster is around in this paper, which is much smaller than the dimension for face data in [27] and the original gait data dimension.
