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Has an extension of the notion of strong-convexity that is w.r.t. a Bregman divergence instead of the usual Euclidean norm.
@inproceedings{citeulike:5187769, author = {Bartlett, Peter L. and Hazan, Elad and Rakhlin, Alexander}, booktitle = {NIPS}, citeulike-article-id = {5187769}, citeulike-linkout-0 = {http://dblp.uni-trier.de/rec/bibtex/conf/nips/BartlettHR07}, comment = {Has an extension of the notion of strong-convexity that is w.r.t. a Bregman divergence instead of the usual Euclidean norm.}, editor = {Platt, John C. and Koller, Daphne and Singer, Yoram and Roweis, Sam T. and Platt, John C. and Koller, Daphne and Singer, Yoram and Roweis, Sam T.}, keywords = {bregman, divergence, online, theory}, posted-at = {2009-07-17 04:12:32}, priority = {0}, publisher = {MIT Press}, title = {Adaptive Online Gradient Descent}, url = {http://dblp.uni-trier.de/rec/bibtex/conf/nips/BartlettHR07}, year = {2007} }
TY - CONF ID - citeulike:5187769 L3 - citeulike-article-id:5187769 TI - Adaptive Online Gradient Descent PB - MIT Press T2 - NIPS KW - bregman KW - divergence KW - online KW - theory N1 - Has an extension of the notion of strong-convexity that is w.r.t. a Bregman divergence instead of the usual Euclidean norm. AU - Bartlett, Peter AU - Hazan, Elad AU - Rakhlin, Alexander A2 - Platt, John A2 - Koller, Daphne A2 - Singer, Yoram A2 - Roweis, Sam A2 - Platt, John A2 - Koller, Daphne A2 - Singer, Yoram A2 - Roweis, Sam PY - 2007/// UR - http://dblp.uni-trier.de/rec/bibtex/conf/nips/BartlettHR07 ER -