"Counterfactual"的相关文档

标签“Counterfactual”的相关文档，共12条

Optimal Counterfactual Explanations in Tree Ensembles
OptimalCounterfactualExplanationsinTreeEnsemblesAxelParmentier1ThibautVidal23AbstracttriggeredextensiveresearchonalgorithmicrecourseandCounterfactualexplanations(see,e.g.,Wachteretal.,2018;Counterf...
in Optimal Tree Counterfactual Explanations
2023-11-16 19:28:25804677.82 KB3
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Counterfactual Credit Assignment in Model-Free Reinforcement Learning
CounterfactualCreditAssignmentinModel-FreeReinforcementLearningThomasMesnard1ThéophaneWeber1FabioViola1ShantanuThakoor1AlaaSaade1AnnaHarutyunyan1WillDabney1TomStepleton1NicolasHeess1ArthurGuez1Ér...
Learning Reinforcement in Model-Free Counterfactual
2023-11-16 18:30:5219179.27 MB30
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Causality-aware Counterfactual confounding adjustment as an alternative to linear residualization in anticausal prediction tasks based on linear learners
Causality-awareCounterfactualconfoundingadjustmentasanalternativetolinearresidualizationinanticausalpredictiontasksbasedonlinearlearnersEliasChaibubNeto1Abstractinneuroimagestudies1.Linearresiduali...
An Counterfactual Linear as Adjustment
2023-11-16 18:11:181197501.47 KB15
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A Language for Counterfactual Generative Models
ALanguageforCounterfactualGenerativeModelsZennaTavares1JamesKoppel1XinZhang2RiaDas1ArmandoSolar-Lezama1AbstractFigure1:Aspeedingdriver(Left:driver’sview)crashesintoapedestrian(yellow)emergingfromb...
for Models Generative Counterfactual Language
2023-11-16 17:52:0312872.47 MB15
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Counterfactual Cross-Validation Stable Model Selection Procedure for Causal Inference Models
CounterfactualCross-Validation:StableModelSelectionProcedureforCausalInferenceModelsYutaSaito1ShotaYasui2Abstractaslabeltotrainpredictionmodels.MostpreviousstudiesrelatedtotheCATEpredictionfocusedo...
for Selection Model Counterfactual Stable
2023-11-14 21:43:40949755.37 KB19
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Stable-Predictive Optimistic Counterfactual Regret Minimization
Stable-PredictiveOptimisticCounterfactualRegretMinimizationGabrieleFarina1ChristianKroer2NoamBrown1TuomasSandholm1345Abstractwereusedasanessentialingredientforallrecentmilestonesinthebenchmarkdomai...
Counterfactual Regret Minimization Optimistic Stable-Predictive
2023-11-13 14:48:36749383.55 KB6
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Deep Counterfactual Regret Minimization
DeepCounterfactualRegretMinimizationNoamBrown12AdamLerer1SamGross1TuomasSandholm23Abstractintwo-playerzero-sumgames.FormsoftabularCFRhavebeenusedinallrecentmilestonesinthebenchmarkdomainCounterfact...
Deep Counterfactual Regret Minimization
2023-11-13 14:46:505993.23 MB17
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Counterfactual Visual Explanations
CounterfactualVisualExplanationsYashGoyal1ZiyanWu2JanErnst2DhruvBatra1DeviParikh1StefanLee1AbstractFigure1.OurapproachgeneratesCounterfactualvisualexplana-tionsforaqueryimageI(left)–explainingwhyt...
Counterfactual Visual Explanations
2023-11-13 14:46:4717776.34 MB6
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Counterfactual Off-Policy Evaluation with Gumbel-Max Structural Causal Models
CounterfactualOff-PolicyEvaluationwithGumbel-MaxStructuralCausalModelsMichaelOberst1DavidSontag1Abstractoptimistically,arethereliveswhichcouldhavebeensaved?Thisquestionbecomesincreasinglyrelevant,w...
Structural with Off-Policy Evaluation Causal
2023-11-13 14:46:4610121.42 MB3
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Bayesian Counterfactual Risk Minimization
BayesianCounterfactualRiskMinimizationBenLondon1TedSandler1AbstractThegoalofCRMistolearnapolicyfromdatathatwasloggedbyapreviouspolicysoastomaximizeexpectedWepresentaBayesianviewofCounterfactualrewa...
Bayesian Counterfactual Minimization Risk
2023-11-13 14:46:281246387.14 KB2
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Deep IV A Flexible Approach for Counterfactual Prediction
DeepIV:AFlexibleApproachforCounterfactualPredictionJasonHartford1GregLewis2KevinLeyton-Brown1MattTaddy2Abstractdatatooptimizethepricesitchargesitscustomers:inthiscase,priceisthetreatmentvariableand...
for Deep Counterfactual Prediction IV
2023-11-12 20:44:091972211.82 KB23
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Counterfactual Data-Fusion for Online Reinforcement Learners
CounterfactualData-FusionforOnlineReinforcementLearnersAndrewForney1JudeaPearl1EliasBareinboim2AbstractInthiswork,westudytheconditionsunderwhichdatacol-lectedunderheterogeneousconditions(tobedeﬁne...
for Online Reinforcement Counterfactual Data-Fusion
2023-11-12 20:44:061490400.17 KB16
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