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Counterfactual Inference

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Showing 1–50 of 124 papers

TitleStatusHype
Going from a Representative Agent to Counterfactuals in Combinatorial Choice—0
Adaptively-weighted Nearest Neighbors for Matrix Completion—0
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
Conformal Counterfactual Inference under Hidden Confounding—0
Disentangling ID and Modality Effects for Session-based RecommendationCode1
M-scan: A Multi-Scenario Causal-driven Adaptive Network for Recommendation—0
Counterfactual contrastive learning: robust representations via causal image synthesisCode1
Towards Multimodal Sentiment Analysis Debiasing via Bias Purification—0
Doubly Abductive Counterfactual Inference for Text-based Image EditingCode1
Best of Three Worlds: Adaptive Experimentation for Digital Marketing in Practice—0
Counterfactual Influence in Markov Decision ProcessesCode0
Debiasing Recommendation with Personal PopularityCode1
Causal Generative Explainers using Counterfactual Inference: A Case Study on the Morpho-MNIST Dataset—0
A General Neural Causal Model for Interactive Recommendation—0
Offline Imitation Learning with Variational Counterfactual ReasoningCode0
Answering Causal Queries at Layer 3 with DiscoSCMs-Embracing Heterogeneity—0
Data-Driven Allocation of Preventive Care With Application to Diabetes Mellitus Type II—0
VLUCI: Variational Learning of Unobserved Confounders for Counterfactual Inference—0
De-confounding Representation Learning for Counterfactual Inference on Continuous Treatment via Generative Adversarial Network—0
Identification of Causal Relationship between Amyloid-beta Accumulation and Alzheimer's Disease Progression via Counterfactual Inference—0
Simulating counterfactualsCode0
Predictive Coding beyond Correlations—0
Advancing Counterfactual Inference through Nonlinear Quantile Regression—0
Self-Interpretable Time Series Prediction with Counterfactual Explanations—0
Path-Specific Counterfactual Fairness for Recommender SystemsCode1
Partial Counterfactual Identification of Continuous Outcomes with a Curvature Sensitivity ModelCode0
Unveiling Cross Modality Bias in Visual Question Answering: A Causal View with Possible Worlds VQA—0
Dynamic Inter-treatment Information Sharing for Individualized Treatment Effects EstimationCode0
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