1answer.
Ask question
Login Signup
Ask question
All categories
  • English
  • Mathematics
  • Social Studies
  • Business
  • History
  • Health
  • Geography
  • Biology
  • Physics
  • Chemistry
  • Computers and Technology
  • Arts
  • World Languages
  • Spanish
  • French
  • German
  • Advanced Placement (AP)
  • SAT
  • Medicine
  • Law
  • Engineering
dlinn [17]
2 years ago
11

tensor-on-tensor regression: riemannian optimization, over-parameterization, statistical-computational gap and their interplay

Mathematics
1 answer:
Contact [7]2 years ago
7 0

The purpose of the tensor-on-tensor regression, which we examine, is to relate tensor responses to tensor covariates with a low Tucker rank parameter tensor/matrix without being aware of its intrinsic rank beforehand.

By examining the impact of rank over-parameterization, we suggest the Riemannian Gradient Descent (RGD) and Riemannian Gauss-Newton (RGN) methods to address the problem of unknown rank. By demonstrating that RGD and RGN, respectively, converge linearly and quadratically to a statistically optimal estimate in both rank correctly-parameterized and over-parameterized scenarios, we offer the first convergence guarantee for the generic tensor-on-tensor regression. According to our theory, Riemannian optimization techniques automatically adjust to over-parameterization without requiring implementation changes.

Learn more about tensor-on-tensor here

brainly.com/question/16382372

#SPJ4

You might be interested in
Diep bought a baguette loaf of bread 65 centimeters long. For lunch every afternoon, he cuts 15 centimeters of bread for his san
r-ruslan [8.4K]
Equation- l=65-15d
graph- discrete bc it's only for integer numbers
3 0
3 years ago
Read 2 more answers
Solve the system of equations by graphing on your own paper. What is the x-coordinate of the solution?
Dovator [93]
Y = x + 7 
<span>y = -2x - 11

x + 7 = -2x - 11
3x + 7 = -11
3x = -18
x = -6

The x-coordinate of the solution is -6.

I have attached a graph of the two equations since the question really wanted you to graph it and then find the answer.</span>

7 0
3 years ago
You are making identical bagel platters using 40 plain bagels, 30 raisin bagels, and 24 blueberry bagels. what is the greatest n
Marat540 [252]

Answer:

100

Step-by-step explanation:

94 bagels in total. 100 will be plenty

4 0
3 years ago
Read 2 more answers
Please Help!
Lisa [10]
We know that

in the right triangle
sin x=opposite side angle x/hypotenuse
opposite side angle x=66 mm
hypotenuse=79 mm
so
sin x=66/79
x=arc sin (66/79)-------> x=56.66°-------> x=56.7°

the answer is
x=56.7°
7 0
3 years ago
The label on a 1​-gallon jug of fruit juice states that the serving size is 8 oz. How many servings are in the​ jug?
Elodia [21]

Answer: 16 fl. oz.

Step-by-step explanation:

There are 128 fl. oz. in one gallon. Divide that by the serving size, 8 fl. oz., and you get 16.

4 0
3 years ago
Other questions:
  • Which lists all the integer solutions of the equation |x| = 10?
    7·1 answer
  • Is 50% of 150 larger than 100
    10·2 answers
  • Name the line segments
    14·1 answer
  • Se26wCebOf2wd VASEVI91wVpQFebdejki51KLOZBAMIENTO
    12·1 answer
  • I need help with sum of my algebra hw assignments
    7·1 answer
  • The mean of 5 numbers is 11.The numbers are in the ratio 1:2:3:4:5 ?<br><br>Please help me!!!!​
    13·2 answers
  • PLZ HELP
    9·1 answer
  • Where were MOST of France's colonies located in Africa?
    8·1 answer
  • The graph represents the relationship between the amount of money a babysitter makes, m, and the hours the baby sitter works, h.
    13·2 answers
  • The area of a sector of an circle of a radius 5 cm, formed by an arc of length is 3.5cm. what is the answer
    15·1 answer
Add answer
Login
Not registered? Fast signup
Signup
Login Signup
Ask question!