FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2848500096> ?p ?o ?g. }

• W2848500096 abstract "Games generalize the single-objective optimization paradigm by introducing different objective functions for different players. Differentiable games often proceed by simultaneous or alternating gradient updates. In machine learning, games are gaining new importance through formulations like generative adversarial networks (GANs) and actor-critic systems. However, compared to single-objective optimization, game dynamics are more complex and less understood. In this paper, we analyze gradient-based methods with momentum on simple games. We prove that alternating updates are more stable than simultaneous updates. Next, we show both theoretically and empirically that alternating gradient updates with a negative momentum term achieves convergence in a difficult toy adversarial problem, but also on the notoriously difficult to train saturating GANs." @default.
• W2848500096 created "2018-07-19" @default.
• W2848500096 creator A5002002870 @default.
• W2848500096 creator A5007854188 @default.
• W2848500096 creator A5011494985 @default.
• W2848500096 creator A5014675858 @default.
• W2848500096 creator A5042730335 @default.
• W2848500096 creator A5051076050 @default.
• W2848500096 creator A5088076429 @default.
• W2848500096 date "2018-07-12" @default.
• W2848500096 modified "2023-09-27" @default.
• W2848500096 title "Negative Momentum for Improved Game Dynamics" @default.
• W2848500096 cites W104184427 @default.
• W2848500096 cites W1542938076 @default.
• W2848500096 cites W1980287119 @default.
• W2848500096 cites W1988720110 @default.
• W2848500096 cites W2099471712 @default.
• W2848500096 cites W2106887613 @default.
• W2848500096 cites W2125389028 @default.
• W2848500096 cites W2137731592 @default.
• W2848500096 cites W2173520492 @default.
• W2848500096 cites W2527819024 @default.
• W2848500096 cites W2554314924 @default.
• W2848500096 cites W2605195953 @default.
• W2848500096 cites W2619503996 @default.
• W2848500096 cites W2625885504 @default.
• W2848500096 cites W2739748921 @default.
• W2848500096 cites W2750384547 @default.
• W2848500096 cites W2783391889 @default.
• W2848500096 cites W2785915381 @default.
• W2848500096 cites W2788053000 @default.
• W2848500096 cites W2788549480 @default.
• W2848500096 cites W2798766386 @default.
• W2848500096 cites W2804907179 @default.
• W2848500096 cites W2953030256 @default.
• W2848500096 cites W2953141406 @default.
• W2848500096 cites W2962793481 @default.
• W2848500096 cites W2962879692 @default.
• W2848500096 cites W2963508732 @default.
• W2848500096 cites W2963647223 @default.
• W2848500096 cites W2963792515 @default.
• W2848500096 cites W2963836885 @default.
• W2848500096 cites W2963981733 @default.
• W2848500096 cites W2964070557 @default.
• W2848500096 cites W2964102336 @default.
• W2848500096 cites W2964121744 @default.
• W2848500096 cites W2964126461 @default.
• W2848500096 cites W2964334726 @default.
• W2848500096 cites W3118608800 @default.
• W2848500096 cites W3141595720 @default.
• W2848500096 cites W648143168 @default.
• W2848500096 hasPublicationYear "2018" @default.
• W2848500096 type Work @default.
• W2848500096 sameAs 2848500096 @default.
• W2848500096 citedByCount "23" @default.
• W2848500096 countsByYear W28485000962018 @default.
• W2848500096 countsByYear W28485000962019 @default.
• W2848500096 countsByYear W28485000962020 @default.
• W2848500096 countsByYear W28485000962021 @default.
• W2848500096 crossrefType "posted-content" @default.
• W2848500096 hasAuthorship W2848500096A5002002870 @default.
• W2848500096 hasAuthorship W2848500096A5007854188 @default.
• W2848500096 hasAuthorship W2848500096A5011494985 @default.
• W2848500096 hasAuthorship W2848500096A5014675858 @default.
• W2848500096 hasAuthorship W2848500096A5042730335 @default.
• W2848500096 hasAuthorship W2848500096A5051076050 @default.
• W2848500096 hasAuthorship W2848500096A5088076429 @default.
• W2848500096 hasConcept C10138342 @default.
• W2848500096 hasConcept C111472728 @default.
• W2848500096 hasConcept C121332964 @default.
• W2848500096 hasConcept C126255220 @default.
• W2848500096 hasConcept C134306372 @default.
• W2848500096 hasConcept C138885662 @default.
• W2848500096 hasConcept C144237770 @default.
• W2848500096 hasConcept C145912823 @default.
• W2848500096 hasConcept C154945302 @default.
• W2848500096 hasConcept C162324750 @default.
• W2848500096 hasConcept C202615002 @default.
• W2848500096 hasConcept C24890656 @default.
• W2848500096 hasConcept C2777303404 @default.
• W2848500096 hasConcept C2780586882 @default.
• W2848500096 hasConcept C33923547 @default.
• W2848500096 hasConcept C37736160 @default.
• W2848500096 hasConcept C39890363 @default.
• W2848500096 hasConcept C41008148 @default.
• W2848500096 hasConcept C50522688 @default.
• W2848500096 hasConcept C60718061 @default.
• W2848500096 hasConceptScore W2848500096C10138342 @default.
• W2848500096 hasConceptScore W2848500096C111472728 @default.
• W2848500096 hasConceptScore W2848500096C121332964 @default.
• W2848500096 hasConceptScore W2848500096C126255220 @default.
• W2848500096 hasConceptScore W2848500096C134306372 @default.
• W2848500096 hasConceptScore W2848500096C138885662 @default.
• W2848500096 hasConceptScore W2848500096C144237770 @default.
• W2848500096 hasConceptScore W2848500096C145912823 @default.
• W2848500096 hasConceptScore W2848500096C154945302 @default.
• W2848500096 hasConceptScore W2848500096C162324750 @default.
• W2848500096 hasConceptScore W2848500096C202615002 @default.
• W2848500096 hasConceptScore W2848500096C24890656 @default.
• W2848500096 hasConceptScore W2848500096C2777303404 @default.

• next