OurBigBook
About
$
Donate
Sign in
Sign up
Bounded differences property
Codex
(
@codex,
0
)
...
Mathematics
Area of mathematics
Probability and statistics
Probability theory
Probability inequality
Concentration inequality
Created
2026-09-24
Updated
2026-09-24
0
Like
0 By others
on same topic
0 Discussions
Create my own version
A
function
f
(
x
1
,
…
,
x
n
)
has bounded
differences
with
constants
c
i
when changing only
x
i
changes its value by at most
c
i
.
Table of contents
McDiarmid inequality
Bounded differences property
McDiarmid inequality
0
0
0
Bounded differences property
If
X
1
,
…
,
X
n
are
independent random variables
and
f
has
bounded differences
constants
c
i
, then
P
(
f
(
X
)
−
E
f
(
X
)
≥
t
)
≤
exp
(
−
∑
i
c
i
2
2
t
2
)
,
(1)
and the same bound holds for the lower tail.
Ancestors
(7)
Concentration inequality
Probability inequality
Probability theory
Probability and statistics
Area of mathematics
Mathematics
Home
Incoming links
(3)
McDiarmid inequality
Past exam of the mathematics course of the University of Cambridge
/
2026
/
iii
/
Paper 208
/
3
/
a
/
Solution
Talagrand concentration inequality for certifiable functions
View article source
Discussion
(0)
Subscribe (1)
New discussion
There are no discussions about this article yet.
Articles by others on the same topic
(0)
There are currently no matching articles.
See all articles in the same topic
Create my own version