quiz bu lëkkale ak tegtal · Diggante Niveau

Quiz buy jàngale njàngale mi

Dañu jàngat ni ñuy doxalee ci njàngale mi, këyitu Bengio ci 2009, jàng ci ritm sa bopp, hipothese yu gëna xéewale, ak anti-njàngale. Saytu xalaat yi ak yaatuwaayam.

Yooni njiit yu jëm ciNjàngalem njàngale
Laaj 1 de 8

What ordering does a common curriculum-learning strategy use?

Xoolaatal laaj bu nekk8 laaj

Sooy def quiz bi, tontu yi ak leeral yi dañuy feeñ.

  1. What ordering does a common curriculum-learning strategy use?
    • Present examples from easier to harder according to a chosen schedule
    • Always present the most difficult example first
    • Sort examples alphabetically and never change the order
    • Use only examples that already have perfect predictions
  2. Kan moo dugal kàddu 'njàngum njàngale' ci benn téere bu siiw ci 2009?
    • Jeofrey Hinton
    • Yoshua Bengio ak ay naataangoom
    • André Ng
    • Yann Lekun
  3. Ci njàngum bopp, kan mooy dogal ci misaal yi 'yomb' ngir teela tàggat?
    • Annotatëru nit dafay bind jafe-jafe yi ak loxoom
    • Ordinatëru hardware bi
    • Modèle bi ci boppam, dafa sukkandiko ci misaal yi am perte bu néew
    • Benn xeetu jafe-jafe buñ tàggat bu njëkk kese
  4. Lan moo waral njàngum curriculum mën na jàppale njariñ li?
    • Dafay yokk njàng mi ci saasi
    • Dafay garanti amul benn njuumte ci tàggat yaram
    • Dina dindi soxla fonction perte
    • Dafay yombal mébet yu njëkk yi, di jàppale ñu moytu minima yu bonn yi ci gox bi
  5. How should a team test whether an easy-to-hard curriculum helps a model?
    • Compare against a suitable baseline with the same data and compute budget
    • Assume it helps whenever the schedule has more stages
    • Measure training loss once and skip held-out evaluation
    • Compare runs that use different data and different compute
  6. Luy jàng bu 'bañ njàngale'?
    • Taggat bu amul benn misaal
    • Joxe misaal yu gëna tar balaa yu gëna yomb
    • Jëfandikoo ay done yuy saytu kese
    • Desactiver répropagation
  7. Which four tasks did the 2010 self-paced learning paper report in its experiments?
    • Speech translation, protein folding, weather prediction, and music synthesis
    • Image captioning, game playing, robotics, and medical diagnosis
    • Object localization, noun-phrase coreference, motif finding, and handwritten-digit recognition
    • Clustering, sentiment analysis, machine translation, and speech diarization
  8. How can a curriculum be defined reproducibly?
    • Use the word “easy” without a criterion
    • Change the test set after each epoch
    • Select only examples the model already predicts correctly
    • Specify the example difficulty measure, ordering or schedule, and comparison baseline