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Causal Inference

3310 directly classified papers

Papers per year

Papers

Budgeted Heterogeneous Treatment Effect Estimation ICML 2021

Proximal Causal Learning with Kernels: Two-Stage Estimation and Moment Restriction ICML 2021

Consistent Nonparametric Methods for Network Assisted Covariate Estimation ICML 2021

Exploiting structured data for learning contagious diseases under incomplete testing ICML 2021

CausalVAE: Disentangled Representation Learning via Neural Structural Causal Models CVPR 2021

How and Why to Use Experimental Data to Evaluate Methods for Observational Causal Inference ICML 2021

Necessary and sufficient conditions for causal feature selection in time series with latent common causes ICML 2021

Quantifying Ignorance in Individual-Level Causal-Effect Estimates under Hidden Confounding ICML 2021

Selecting Data Augmentation for Simulating Interventions ICML 2021

Learning Queueing Policies for Organ Transplantation Allocation using Interpretable Counterfactual Survival Analysis ICML 2021

Cumulants of Hawkes Processes are Robust to Observation Noise ICML 2021

Modeling Incremental Language Comprehension in the Brain with Combinatory Categorial Grammar NAACL 2021

Forecasting Irreversible Disease via Progression Learning CVPR 2021

Permutation Weighting ICML 2021

Physically-Aware Generative Network for 3D Shape Modeling CVPR 2021

Generative Interventions for Causal Learning CVPR 2021

Bounding Causal Effects on Continuous Outcome AAAI 2021

Improving Cross-Lingual Transfer for Event Argument Extraction with Language-Universal Sentence Structures EACL 2021

An End-to-End Network for Emotion-Cause Pair Extraction EACL 2021

Online Action Recognition AAAI 2021

Flow-based Attribution in Graphical Models: A Recursive Shapley Approach ICML 2021

Mining EL Bases with Adaptable Role Depth AAAI 2021

The Influence of Parallel Processing on Illusory Vowels INTERSPEECH 2021

Causal Hidden Markov Model for Time Series Disease Forecasting CVPR 2021

Detecting Alzheimer’s Disease Using Interactional and Acoustic Features from Spontaneous Speech INTERSPEECH 2021