Kediska Ifafaale Laba Jibaaran

Jawaabaha iyo sharraxaadaha waxay soo baxayaan markaad qaadanayso kediska.

1. Halkee buu khaladka imtixaanku caadi ahaan ugu sarreeyaa qalooca laba-laabashada?
   • Marka la joogo marinka interpolation halkaas oo moodelku ku habboon yahay dhammaan xogta tababarka
   • Bilawga tababarka oo leh cabbirro yar
   • Kaliya ka dib balaayiin cabbir
   • Khaladka imtixaanku waligii ma gaadho meesha ugu sarreysa; si kali ah ayay u dhacdaa
2. Maxaa dhacaya si loo tijaabiyo khaladka marka moodelku noqdo mid si weyn loo qiyaaso?
   • Waxay u kacdaa si aan xad lahayn sababtoo ah qalabka xad dhaafka ah
   • Waxay hoos u dhigi kartaa mar kale, inta badan waxay ka hooseysaa ugu yaraan qadiimiga
   • Si sax ah ayay u siman tahay
   • Waxay noqotaa random oo aan la saadaalin karin
3. In which setting does the cited implicit-bias analysis characterize a minimum-norm solution?
   • Any neural network trained with gradient descent
   • Any model that reaches zero training error
   • A single-hidden-layer linear network under stated gradient-flow and initialization assumptions
   • A model trained without an optimization objective
4. 'Epoch-wise' laba jibbaarku waxay tilmaamaysaa saamaynta u muuqata shaqo maxay tahay?
   • Tirada GPU-yada la isticmaalay
   • Jadwalka heerka-waxbarasho kaliya
   • Baaxadda tijaabada tijaabada
   • Waqtiga tababarka (tirada xilliyada)
5. Waa kuwee fikradda qadiimiga ah ee laba-jibbaaran caqabad ku ah?
   • Kala duwanaanshaha U-qaabeeya ganacsiga
   • Dib u faafinta
   • Dheef-shiid kiimikaad
   • Xeerka silsiladda
6. Yaa ka caawiyay faafinta iyo qaabaynta qalooca laba laabma ee 2019?
   • Newton iyo Leibniz
   • Belkin, Hsu, Ma, iyo Mandal
   • Turing iyo Kaniisadda
   • Kaliya tartamayaasha Kaggle oo qarsoodi ah
7. Which model families did OpenAI report studying in its deep double-descent experiments?
   • Only decision trees and linear regression
   • Only recurrent speech recognizers
   • Convolutional neural networks, ResNets, and transformers
   • Only graphical game generators
8. Besides model size and training duration, which axis can also show double-descent behavior?
   • Font size in a report
   • The number of words in a product name
   • The screen resolution of a monitor
   • Training dataset size