TY - GEN
T1 - F-Divergence inequalities via functional domination
AU - Sason, Igal
AU - Verdú, Sergio
N1 - Funding Information:
This work has been supported by the Israeli Science Foundation (ISF) under Grant 12/12, by NSF Grant CCF-1016625, by the Center for Science of Information, an NSF Science and Technology Center under Grant CCF-0939370, and by ARO under MURI Grant W911NF-15-1-0479.
Publisher Copyright:
© 2016 IEEE.
PY - 2017/1/4
Y1 - 2017/1/4
N2 - This paper considers derivation of f-divergence inequalities via the approach of functional domination. Bounds on an f-divergence based on one or several other f-divergences are introduced, dealing with pairs of probability measures defined on arbitrary alphabets. In addition, a variety of bounds are shown to hold under boundedness assumptions on the relative information.1
AB - This paper considers derivation of f-divergence inequalities via the approach of functional domination. Bounds on an f-divergence based on one or several other f-divergences are introduced, dealing with pairs of probability measures defined on arbitrary alphabets. In addition, a variety of bounds are shown to hold under boundedness assumptions on the relative information.1
KW - X divergence
KW - f-divergence
KW - relative entropy
KW - relative information
KW - reverse Pinsker inequalities
KW - reverse Samson's inequality
KW - total variation distance
UR - http://www.scopus.com/inward/record.url?scp=85014228754&partnerID=8YFLogxK
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U2 - 10.1109/ICSEE.2016.7806028
DO - 10.1109/ICSEE.2016.7806028
M3 - Conference contribution
AN - SCOPUS:85014228754
T3 - 2016 IEEE International Conference on the Science of Electrical Engineering, ICSEE 2016
BT - 2016 IEEE International Conference on the Science of Electrical Engineering, ICSEE 2016
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2016 IEEE International Conference on the Science of Electrical Engineering, ICSEE 2016
Y2 - 16 November 2016 through 18 November 2016
ER -