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Pointwise Binary Classification with Pairwise Confidence Comparisons
PointwiseBinaryClassiﬁcationwithPairwiseConﬁdenceComparisonsLeiFeng1SenlinShu2NanLu34BoHan54MiaoXu64GangNiu4BoAn7MasashiSugiyama43Abstractweaklysupervisedlearningproblems(Zhou,2018)havebeenextens...
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Poisson-Randomised DirBN Large Mutation is Needed in Dirichlet Belief Networks
Poisson-RandomisedDirBN:LargemutationisneededinDirichletbeliefnetworksXuhuiFan1BinLi2YaqiongLi3ScottA.Sisson1Abstract1.IntroductionTheDirichletBeliefNetwork(DirBN)wasre-TheDirichletBeliefNetwork(Di...
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PODS Policy Optimization via Differentiable Simulation
PODS:PolicyOptimizationviaDifferentiableSimulationMiguelZamora1MomchilPeychev1SehoonHa2MartinVechev1StelianCoros1Abstractpotentiallyunsafe.Fortunately,recentyearshaveseenexcit-ingprogressinsimulati...
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PixelTransformer Sample Conditioned Signal Generation
PixelTransformer:SampleConditionedSignalGenerationShubhamTulsiani1AbhinavGupta12https://shubhtuls.github.io/PixelTransformer/Abstracttoconditioninferenceonsparseobservationse.g.pixelvalues.Asanalte...
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PipeTransformer Automated Elastic Pipelining for Distributed Training of Large-scale Models
PipeTransformer:AutomatedElasticPipeliningforDistributedTrainingofLarge-scaleModelsChaoyangHe1ShenLi2MahdiSoltanolkotabi1SalmanAvestimehr1AbstractTransformer(ViT)(Dosovitskiyetal.,2020)alsoachieved...
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PID Accelerated Value Iteration Algorithm
PIDAcceleratedValueIterationAlgorithmAmir-massoudFarahmand12MohammadGhavamzadeh3Abstractapproximationofthevalueoraction-valuefunctions,i.e.,Vk+1←TπVkorQk+1←T∗Qk.FordiscountedMDPs,Theconvergence...
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Phase Transitions, Distance Functions, and Implicit Neural Representations
PhaseTransitions,DistanceFunctions,andImplicitNeuralRepresentationsYaronLipman12AbstractFigure1.ImplicitneuralrepresentationslearnedwiththenovelPHASEloss.Thisnewlossuniﬁesoccupancyandsigneddistanc...
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PHEW Constructing Sparse Networks that Learn Fast and Generalize Well without Training Data
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Phasic Policy Gradient
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Permutation Weighting
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Personalized Federated Learning using Hypernetworks
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Perceiver General Perception with Iterative Attention
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PEBBLE Feedback-Efficient Interactive Reinforcement Learning via Relabeling Experience and Unsupervised Pre-training
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PC-MLP Model-based Reinforcement Learning with Policy Cover Guided Exploration
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Path Planning using Neural A Search
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Partially Observed Exchangeable Modeling
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Pareto GAN Extending the Representational Power of GANs to Heavy-Tailed Distributions
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Parametric Graph for Unimodal Ranking Bandit
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Parameterless Transductive Feature Re-representation for Few-Shot Learning
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Parameter-free Locally Accelerated Conditional Gradients
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