Matches in SemOpenAlex for { <https://semopenalex.org/work/W2804927400> ?p ?o ?g. }
Showing items 1 to 74 of
74
with 100 items per page.
- W2804927400 abstract "We consider the task of training classifiers without labels. We propose a weakly supervised method---adversarial label learning---that trains classifiers to perform well against an adversary that chooses labels for training data. The weak supervision constrains what labels the adversary can choose. The method therefore minimizes an upper bound of the classifier's error rate using projected primal-dual subgradient descent. Minimizing this bound protects against bias and dependencies in the weak supervision. Experiments on three real datasets show that our method can train without labels and outperforms other approaches for weakly supervised learning." @default.
- W2804927400 created "2018-06-01" @default.
- W2804927400 creator A5002044887 @default.
- W2804927400 creator A5088795873 @default.
- W2804927400 date "2018-05-22" @default.
- W2804927400 modified "2023-09-27" @default.
- W2804927400 title "Adversarial Labeling for Learning without Labels" @default.
- W2804927400 hasPublicationYear "2018" @default.
- W2804927400 type Work @default.
- W2804927400 sameAs 2804927400 @default.
- W2804927400 citedByCount "1" @default.
- W2804927400 countsByYear W28049274002018 @default.
- W2804927400 crossrefType "posted-content" @default.
- W2804927400 hasAuthorship W2804927400A5002044887 @default.
- W2804927400 hasAuthorship W2804927400A5088795873 @default.
- W2804927400 hasConcept C119857082 @default.
- W2804927400 hasConcept C134306372 @default.
- W2804927400 hasConcept C153180895 @default.
- W2804927400 hasConcept C154945302 @default.
- W2804927400 hasConcept C158968445 @default.
- W2804927400 hasConcept C162324750 @default.
- W2804927400 hasConcept C187736073 @default.
- W2804927400 hasConcept C2776145971 @default.
- W2804927400 hasConcept C2780451532 @default.
- W2804927400 hasConcept C33923547 @default.
- W2804927400 hasConcept C37736160 @default.
- W2804927400 hasConcept C38652104 @default.
- W2804927400 hasConcept C41008148 @default.
- W2804927400 hasConcept C41065033 @default.
- W2804927400 hasConcept C77553402 @default.
- W2804927400 hasConcept C95623464 @default.
- W2804927400 hasConceptScore W2804927400C119857082 @default.
- W2804927400 hasConceptScore W2804927400C134306372 @default.
- W2804927400 hasConceptScore W2804927400C153180895 @default.
- W2804927400 hasConceptScore W2804927400C154945302 @default.
- W2804927400 hasConceptScore W2804927400C158968445 @default.
- W2804927400 hasConceptScore W2804927400C162324750 @default.
- W2804927400 hasConceptScore W2804927400C187736073 @default.
- W2804927400 hasConceptScore W2804927400C2776145971 @default.
- W2804927400 hasConceptScore W2804927400C2780451532 @default.
- W2804927400 hasConceptScore W2804927400C33923547 @default.
- W2804927400 hasConceptScore W2804927400C37736160 @default.
- W2804927400 hasConceptScore W2804927400C38652104 @default.
- W2804927400 hasConceptScore W2804927400C41008148 @default.
- W2804927400 hasConceptScore W2804927400C41065033 @default.
- W2804927400 hasConceptScore W2804927400C77553402 @default.
- W2804927400 hasConceptScore W2804927400C95623464 @default.
- W2804927400 hasLocation W28049274001 @default.
- W2804927400 hasOpenAccess W2804927400 @default.
- W2804927400 hasPrimaryLocation W28049274001 @default.
- W2804927400 hasRelatedWork W2759996146 @default.
- W2804927400 hasRelatedWork W2765482949 @default.
- W2804927400 hasRelatedWork W2789037498 @default.
- W2804927400 hasRelatedWork W2904708794 @default.
- W2804927400 hasRelatedWork W2951485527 @default.
- W2804927400 hasRelatedWork W2951501992 @default.
- W2804927400 hasRelatedWork W2952278429 @default.
- W2804927400 hasRelatedWork W3003889919 @default.
- W2804927400 hasRelatedWork W3022446017 @default.
- W2804927400 hasRelatedWork W3087118139 @default.
- W2804927400 hasRelatedWork W3088163248 @default.
- W2804927400 hasRelatedWork W3092571094 @default.
- W2804927400 hasRelatedWork W3104133475 @default.
- W2804927400 hasRelatedWork W3127003832 @default.
- W2804927400 hasRelatedWork W3166902031 @default.
- W2804927400 hasRelatedWork W3172689277 @default.
- W2804927400 hasRelatedWork W3182493068 @default.
- W2804927400 hasRelatedWork W3184036021 @default.
- W2804927400 hasRelatedWork W3185104690 @default.
- W2804927400 hasRelatedWork W4226239203 @default.
- W2804927400 isParatext "false" @default.
- W2804927400 isRetracted "false" @default.
- W2804927400 magId "2804927400" @default.
- W2804927400 workType "article" @default.