Ignavier Ng
~Ignavier_Ng1
21
论文总数
10.5
年均投稿
平均评分
接收情况12/21
会议分布
ICLR
15
ICML
3
NeurIPS
3
发表论文 (21 篇)
202514 篇
3
A General Representation-Based Approach to Multi-Source Domain Adaptation
ICML 2025Poster
3
Permutation-based Rank Test in the Presence of Discretization and Application in Causal Discovery with Mixed Data
ICML 2025Poster
4
Analytic DAG Constraints for Differentiable DAG Learning
ICLR 2025Poster
5
When Selection Meets Intervention: Additional Complexities in Causal Discovery
ICLR 2025Oral
4
Differentiable Causal Discovery for Latent Hierarchical Causal Models
ICLR 2025Poster
4
Permutation-based Rank Test in the Presence of Discretization and Application in Causal Discovery with Mixed Data
ICLR 2025Rejected
4
Revisiting Differentiable Structure Learning: Inconsistency of $\ell_1$ Penalty and Beyond
ICLR 2025Rejected
4
Higher-Order Causal Structure Learning with Additive Models
NeurIPS 2025Rejected
4
Learning Identifiable Concepts for Compositional Image Generation
ICLR 2025withdrawn
4
Latent Variable Causal Discovery under Selection Bias
ICML 2025Poster
3
Synergy Between Sufficient Changes and Sparse Mixing Procedure for Disentangled Representation Learning
ICLR 2025Poster
5
A Skewness-Based Criterion for Addressing Heteroscedastic Noise in Causal Discovery
ICLR 2025Poster
4
Identification of Nonparametric Dynamic Causal Model and Latent Process for Climate Analysis
ICLR 2025Rejected
5
Learning General Causal Structures with Hidden Dynamic Process for Climate Analysis
NeurIPS 2025Rejected
20247 篇
4
On the Parameter Identifiability of Partially Observed Linear Causal Models
NeurIPS 2024Poster
5
Federated Causal Discovery from Heterogeneous Data
ICLR 2024Poster
4
Analytic DAG Constraints for Differentiable DAG Learning
ICLR 2024Rejected
3
Continual Nonlinear ICA-Based Representation Learning
ICLR 2024Rejected
3
Gene Regulatory Network Inference in the Presence of Dropouts: a Causal View
ICLR 2024Oral
4
A Versatile Causal Discovery Framework to Allow Causally-Related Hidden Variables
ICLR 2024Poster
4
Revealing Hidden Causal Variables and Latent Factors from Multiple Distributions
ICLR 2024Rejected