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The following notes were prepared as teaching slides during my tenure as a teaching assistant under the supervision of Dr. Martin Takac. Much of the material is derived from his work and that of Dr. Martin Jaggi.
Gradient DescentÂ
Gradient DescentÂ
MTH702_opt_W1.pdfProjected Gradient Descent
Projected Gradient Descent
MTH702_opt_W1_ProxGD_FW_subGD.pdfSub-gradients
Sub-gradients
MTH702_opt_W2_FW_SubGD.pdfPage updated
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