Niki Kilbertus
~Niki_Kilbertus1
10
论文总数
5.0
年均投稿
平均评分
接收情况7/10
会议分布
ICLR
6
NeurIPS
2
ICML
2
发表论文 (10 篇)
20256 篇
4
An Analysis of Causal Effect Estimation using Outcome Invariant Data Augmentation
NeurIPS 2025Spotlight
4
Generative Intervention Models for Causal Perturbation Modeling
ICML 2025Poster
5
Learning Representations of Instruments for Partial Identification of Treatment Effects
ICML 2025Poster
4
Learning Representations of Instruments for Partial Identification of Treatment Effects
ICLR 2025Rejected
4
Projected Neural Differential Equations for Learning Constrained Dynamics
ICLR 2025withdrawn
4
Signature Kernel Conditional Independence Tests in Causal Discovery for Stochastic Processes
ICLR 2025Spotlight
20244 篇
4
Targeted Sequential Indirect Experiment Design
NeurIPS 2024Poster
3
ODEFormer: Symbolic Regression of Dynamical Systems with Transformers
ICLR 2024Spotlight
4
Unbalancedness in Neural Monge Maps Improves Unpaired Domain Translation
ICLR 2024Poster
3
Learning Counterfactually Invariant Predictors
ICLR 2024Rejected