Picture for Weilin Chen

Weilin Chen

From Orthogonality to Dependency: Learning Disentangled Representation for Multi-Modal Time-Series Sensing Signals

May 25, 2024
Viaarxiv icon

Doubly Robust Causal Effect Estimation under Networked Interference via Targeted Learning

Add code
May 06, 2024
Viaarxiv icon

Generalization bound for estimating causal effects from observational network data

Aug 08, 2023
Figure 1 for Generalization bound for estimating causal effects from observational network data
Figure 2 for Generalization bound for estimating causal effects from observational network data
Figure 3 for Generalization bound for estimating causal effects from observational network data
Figure 4 for Generalization bound for estimating causal effects from observational network data
Viaarxiv icon

Long-term Causal Effects Estimation via Latent Surrogates Representation Learning

Add code
Aug 09, 2022
Figure 1 for Long-term Causal Effects Estimation via Latent Surrogates Representation Learning
Figure 2 for Long-term Causal Effects Estimation via Latent Surrogates Representation Learning
Figure 3 for Long-term Causal Effects Estimation via Latent Surrogates Representation Learning
Figure 4 for Long-term Causal Effects Estimation via Latent Surrogates Representation Learning
Viaarxiv icon

On the Role of Entropy-based Loss for Learning Causal Structures with Continuous Optimization

Add code
Jun 17, 2021
Figure 1 for On the Role of Entropy-based Loss for Learning Causal Structures with Continuous Optimization
Figure 2 for On the Role of Entropy-based Loss for Learning Causal Structures with Continuous Optimization
Figure 3 for On the Role of Entropy-based Loss for Learning Causal Structures with Continuous Optimization
Figure 4 for On the Role of Entropy-based Loss for Learning Causal Structures with Continuous Optimization
Viaarxiv icon