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A new quantum version of f- divergence Keiji Matsumoto NII, ERATO-SORST JST
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A new quantum version of f- divergence · A new quantum version of f-divergence Keiji Matsumoto NII, ERATO-SORST JSTPublished in: arXiv: Quantum Physics · 2013Authors: Keiji Matsumoto

Apr 29, 2018

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Page 1: A new quantum version of f- divergence · A new quantum version of f-divergence Keiji Matsumoto NII, ERATO-SORST JSTPublished in: arXiv: Quantum Physics · 2013Authors: Keiji Matsumoto

A new quantum version of f-divergence

Keiji Matsumoto

NII,

ERATO-SORST JST

Page 2: A new quantum version of f- divergence · A new quantum version of f-divergence Keiji Matsumoto NII, ERATO-SORST JSTPublished in: arXiv: Quantum Physics · 2013Authors: Keiji Matsumoto

Classical f-divergence

Page 3: A new quantum version of f- divergence · A new quantum version of f-divergence Keiji Matsumoto NII, ERATO-SORST JSTPublished in: arXiv: Quantum Physics · 2013Authors: Keiji Matsumoto

Convertibility and f-divergence

Page 4: A new quantum version of f- divergence · A new quantum version of f-divergence Keiji Matsumoto NII, ERATO-SORST JSTPublished in: arXiv: Quantum Physics · 2013Authors: Keiji Matsumoto

A Quantum f-Divergence

Page 5: A new quantum version of f- divergence · A new quantum version of f-divergence Keiji Matsumoto NII, ERATO-SORST JSTPublished in: arXiv: Quantum Physics · 2013Authors: Keiji Matsumoto

Properties of PB Divergence

Page 6: A new quantum version of f- divergence · A new quantum version of f-divergence Keiji Matsumoto NII, ERATO-SORST JSTPublished in: arXiv: Quantum Physics · 2013Authors: Keiji Matsumoto

Questions

Other analogues satisfying the same conditions

Operational meanings of them

Characterization of all such quantities

Page 7: A new quantum version of f- divergence · A new quantum version of f-divergence Keiji Matsumoto NII, ERATO-SORST JSTPublished in: arXiv: Quantum Physics · 2013Authors: Keiji Matsumoto

Another possible analogue

Page 8: A new quantum version of f- divergence · A new quantum version of f-divergence Keiji Matsumoto NII, ERATO-SORST JSTPublished in: arXiv: Quantum Physics · 2013Authors: Keiji Matsumoto
Page 9: A new quantum version of f- divergence · A new quantum version of f-divergence Keiji Matsumoto NII, ERATO-SORST JSTPublished in: arXiv: Quantum Physics · 2013Authors: Keiji Matsumoto
Page 10: A new quantum version of f- divergence · A new quantum version of f-divergence Keiji Matsumoto NII, ERATO-SORST JSTPublished in: arXiv: Quantum Physics · 2013Authors: Keiji Matsumoto

Key tool: Classical-Quantum map

p ρ

σ

q

Th.

Page 11: A new quantum version of f- divergence · A new quantum version of f-divergence Keiji Matsumoto NII, ERATO-SORST JSTPublished in: arXiv: Quantum Physics · 2013Authors: Keiji Matsumoto

Composition of C-Q map

Page 12: A new quantum version of f- divergence · A new quantum version of f-divergence Keiji Matsumoto NII, ERATO-SORST JSTPublished in: arXiv: Quantum Physics · 2013Authors: Keiji Matsumoto
Page 13: A new quantum version of f- divergence · A new quantum version of f-divergence Keiji Matsumoto NII, ERATO-SORST JSTPublished in: arXiv: Quantum Physics · 2013Authors: Keiji Matsumoto

Classical-Quantum convertibility

Page 14: A new quantum version of f- divergence · A new quantum version of f-divergence Keiji Matsumoto NII, ERATO-SORST JSTPublished in: arXiv: Quantum Physics · 2013Authors: Keiji Matsumoto
Page 15: A new quantum version of f- divergence · A new quantum version of f-divergence Keiji Matsumoto NII, ERATO-SORST JSTPublished in: arXiv: Quantum Physics · 2013Authors: Keiji Matsumoto

How about lower bound?

Page 16: A new quantum version of f- divergence · A new quantum version of f-divergence Keiji Matsumoto NII, ERATO-SORST JSTPublished in: arXiv: Quantum Physics · 2013Authors: Keiji Matsumoto

Test :Distillation of relative entropy

pρM

ρ

σ

pσM

M: Measurement

=Quantum Classical

map

M is optimized

To maximize D(pρM ||pσ

M)

Th. (Hiai-Petz)

Page 17: A new quantum version of f- divergence · A new quantum version of f-divergence Keiji Matsumoto NII, ERATO-SORST JSTPublished in: arXiv: Quantum Physics · 2013Authors: Keiji Matsumoto

Relation to RLD Fisher informaton

Page 18: A new quantum version of f- divergence · A new quantum version of f-divergence Keiji Matsumoto NII, ERATO-SORST JSTPublished in: arXiv: Quantum Physics · 2013Authors: Keiji Matsumoto

Summary

Page 19: A new quantum version of f- divergence · A new quantum version of f-divergence Keiji Matsumoto NII, ERATO-SORST JSTPublished in: arXiv: Quantum Physics · 2013Authors: Keiji Matsumoto

Outline 1. Asymptotic characterization of quantum relative

entropy

2. Non-asymptotic characterization of quantum relative entropy

3. A new version of fidelity

4. On generalized fidelity

Throughout the talk, conversion between

quantum state family and probability distribution family plays the key role.

ρ σ p q