Explain Energy-based Definition.

vazelinahS 2021-02-13 Answered
Explain Energy-based Definition.
You can still ask an expert for help

Expert Community at Your Service

  • Live experts 24/7
  • Questions are typically answered in as fast as 30 minutes
  • Personalized clear answers
Learn more

Solve your problem for the price of one coffee

  • Available 24/7
  • Math expert for every subject
  • Pay only if we can solve it
Ask Question

Expert Answer

Daphne Broadhurst
Answered 2021-02-14 Author has 109 answers
Step 1 The energy-based models describe the probability distributions over data by assigning unnormalized probability energy to each data point. Thus provides useful modeling flexibility. An energy model is used when any arbitrary model gives outputs when a real number gave an input. Step 2 To make samples from energy-based models an iterative refinement process based on Langevin dynamics is used. The advantage of the combination of energy-based models and iterative refinement are followed: Adaptive computation time Not restricted by generator network Built-in compositionality.
Not exactly what you’re looking for?
Ask My Question

Expert Community at Your Service

  • Live experts 24/7
  • Questions are typically answered in as fast as 30 minutes
  • Personalized clear answers
Learn more

You might be interested in

asked 2021-01-06
A weather forecaster predicts that the temperature in Antarctica will decrease 8F each hour for the next 6 hours. Write and solve an inequality to determine how many hours it will take for the temperature to drop at least 36F
asked 2021-02-25
Aurora is planning to participate in an event at her school's field day that requires her to complete tasks at various stations in the fastest time possible. To prepare for the event, she is practicing and keeping track of her time to complete each station. The x-coordinate is the station number, and the y-coordinate is the time in minutes since the start of the race that she completed the task. (1,3),(2,6),(3,12),(4,24)
Part A: Is this data modeling an algebraic sequence or a geometric sequence? Explain your answer.
Part B: Use a recursive formula to determine the time she will complete station 5.
Part C: Use an explicit formula to find the time she will complete the 9th station.
asked 2020-11-20
The article “Modeling Sediment and Water Column Interactions for Hydrophobic Pollutants” (Water Research, 1984: 1169-1174) suggests the uniform distribution on the interval (7.5, 20) as a model for depth (cm) of the bioturbation layer in sediment in a certain region. a. What are the mean and variance of depth? b. What is the cdf of depth? c. What is the probability that observed depth is at most 10? Between 10 and 15? d. What is the probability that the observed depth is within 1 standard deviation of the mean value? Within 2 standard deviations?
asked 2021-03-07
A parks and recreation department is constructing a new bike path. The path will be parallel to the railroad tracks shown and pass through the parking area al the point (4, 5). Write an equation that represents the path.
asked 2022-06-18
Why is the mean often not a good measure of central tendency for a skewed distribution?
asked 2022-03-26

 

asked 2021-10-21
Which of the following statements about the F-distribution and chi-square distribution is least accurate? Both distributions: A. are asymmetrical. B. are bounded by zero on the left. C. have means that are less than their standard deviations.