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Counterfactual Inference

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TitleStatusHype
Going from a Representative Agent to Counterfactuals in Combinatorial Choice—0
Adaptively-weighted Nearest Neighbors for Matrix CompletionCode0
Counterfactual Inference for Eliminating Sentiment Bias in Recommender Systems—0
Beyond Whole Dialogue Modeling: Contextual Disentanglement for Conversational Recommendation—0
Generative Framework for Personalized Persuasion: Inferring Causal, Counterfactual, and Latent KnowledgeCode0
Counterfactual Inference under Thompson Sampling—0
Counterfactual experience augmented off-policy reinforcement learningCode0
MoSFormer: Augmenting Temporal Context with Memory of Surgery for Surgical Phase Recognition—0
Robust Counterfactual Inference in Markov Decision Processes—0
CounterBench: A Benchmark for Counterfactuals Reasoning in Large Language Models—0
Controllable Sequence Editing for Biological and Clinical TrajectoriesCode0
CausalSR: Structural Causal Model-Driven Super-Resolution with Counterfactual InferenceCode0
MECD+: Unlocking Event-Level Causal Graph Discovery for Video ReasoningCode1
Image Quality Assessment: Investigating Causal Perceptual Effects with Abductive Counterfactual Inference—0
Multimodal Sentiment Analysis Based on Causal Reasoning—0
Navigating Spatial Inequities in Freight Truck Crash Severity via Counterfactual Inference in Los Angeles—0
Do LLMs Have the Generalization Ability in Conducting Causal Inference?Code0
Counterfactual Causal Inference in Natural Language with Large Language ModelsCode1
Mitigating Propensity Bias of Large Language Models for Recommender Systems—0
Modality-Balanced Learning for Multimedia RecommendationCode1
Domain Adaptation for Industrial Time-series Forecasting via Counterfactual Inference—0
Self-Distilled Disentangled Learning for Counterfactual PredictionCode0
Take its Essence, Discard its Dross! Debiasing for Toxic Language Detection via Counterfactual Causal EffectCode0
A Counterfactual Analysis of the Dishonest Casino—0
Blood Glucose Control Via Pre-trained Counterfactual Invertible Neural Networks—0
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