Final Exam for Drse 740 5:45pm to 8:30pm. December 21, 2022 Scan your answers before turning in for yout record. (d) ( a) and (b) to the sont. (c) The objective of the uninite procma is to meke the kas fusction an her as poombe (d) The trainine procest utifined a techriques called hack-propeculion. (c) All the above (e) Softemax (b) ftrl= (c) migmoid (d) 1arth 4. In CNN, having max pooling alwags dcurean the paratneleet? (a) True (b) False (c) Net nnough Information to decile 5. There is no ruaranteo that the low fusciver deceraces at rach trwining whe wing a stochank gradictt dount" (a) True (b) Faloe. (c) Not enoughy information to decide . 6. Which of the following tectiniqune perform similar operation as dropoat in s terun nithoek? (a) Becsing (b) Beosting (c) Stacking (d) None of thene 7. Suppose that you afe training a neural setwork for clasificetion, but you notiov that the training bas is mads hore thas the validation loss. Which one (or ones) of the following can be usal to aldisene the hari? (s) Uoe a betwork with fewer layer (b) Dectease dropout pecobability (c) Incfese ka rogulartration wright (d) Incmeas the sise of earh hidden layer