Theorem 3.3 Massart's lemma Let ACR be a finite set, with r = maxxEA ||x||2, then the following holds: m. r/2 log |A| E m xEA (3.20) where o;s are independent uniform random variables taking values in {-1, +1} and the co nnonent of uector Y
Theorem 3.3 Massart's lemma Let ACR be a finite set, with r = maxxEA ||x||2, then the following holds: m. r/2 log |A| E m xEA (3.20) where o;s are independent uniform random variables taking values in {-1, +1} and the co nnonent of uector Y
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![Theorem 3.3 Massart's lemma
Let A CR" be a finite set, with r = maxxeA ||x||2, then the following holds:
m
r/2 log |A|
1
E
m xEA
sup 2
(3.20)
m.
i=1
where o;s are independent uniform random variables taking values in {-1,+1} and
a1,..., Xm are the components of vector x.](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2F98f1257d-a05a-463a-b243-47630b45c3e8%2Fb9dbb076-6122-4383-8440-a4bb16d181ab%2Fnypdq0js_processed.jpeg&w=3840&q=75)
Transcribed Image Text:Theorem 3.3 Massart's lemma
Let A CR" be a finite set, with r = maxxeA ||x||2, then the following holds:
m
r/2 log |A|
1
E
m xEA
sup 2
(3.20)
m.
i=1
where o;s are independent uniform random variables taking values in {-1,+1} and
a1,..., Xm are the components of vector x.
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