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Validating Causal Inference Methods
v1v2v3v4v5 (latest)

Validating Causal Inference Methods

9 February 2022
Harsh Parikh
Carlos Varjao
Louise Xu
E. T. Tchetgen
    CML
ArXiv (abs)PDFHTML

Papers citing "Validating Causal Inference Methods"

12 / 12 papers shown
Title
Marginal Causal Flows for Validation and Inference
Marginal Causal Flows for Validation and Inference
Daniel de Vassimon Manela
Laura Battaglia
Robin J. Evans
CML
70
2
0
02 Nov 2024
Generative Conditional Distributions by Neural (Entropic) Optimal
  Transport
Generative Conditional Distributions by Neural (Entropic) Optimal Transport
Bao Nguyen
Binh Nguyen
Hieu Trung Nguyen
Viet Anh Nguyen
OT
81
2
0
04 Jun 2024
Unveiling the Potential of Robustness in Evaluating Causal Inference
  Models
Unveiling the Potential of Robustness in Evaluating Causal Inference Models
Yiyan Huang
Cheuk Hang Leung
Siyi Wang
Yijun Li
Qi Wu
OODCML
76
0
0
28 Feb 2024
Deep Learning With DAGs
Deep Learning With DAGs
Sourabh Vivek Balgi
Adel Daoud
Jose M. Pena
G. Wodtke
Jesse Zhou
AI4CECML
55
2
0
12 Jan 2024
RetailSynth: Synthetic Data Generation for Retail AI Systems Evaluation
RetailSynth: Synthetic Data Generation for Retail AI Systems Evaluation
Yu Xia
Ali Arian
S. Narayanamoorthy
Joshua Mabry
53
3
0
21 Dec 2023
Can You Rely on Your Model Evaluation? Improving Model Evaluation with
  Synthetic Test Data
Can You Rely on Your Model Evaluation? Improving Model Evaluation with Synthetic Test Data
B. V. Breugel
Nabeel Seedat
F. Imrie
M. Schaar
SyDa
56
25
0
25 Oct 2023
RCT Rejection Sampling for Causal Estimation Evaluation
RCT Rejection Sampling for Causal Estimation Evaluation
Katherine A. Keith
Sergey Feldman
David Jurgens
Jonathan Bragg
Rohit Bhattacharya
CML
64
7
0
27 Jul 2023
Copula-Based Deep Survival Models for Dependent Censoring
Copula-Based Deep Survival Models for Dependent Censoring
Ali Hossein Gharari Foomani
Michael Cooper
Russell Greiner
Rahul G. Krishnan
70
13
0
20 Jun 2023
Counterfactual Generative Models for Time-Varying Treatments
Counterfactual Generative Models for Time-Varying Treatments
Shenghao Wu
Wen-liang Zhou
Minshuo Chen
Shixiang Zhu
DiffMCML
94
8
0
25 May 2023
Variable Importance Matching for Causal Inference
Variable Importance Matching for Causal Inference
Quinn Lanners
Harsh Parikh
A. Volfovsky
Cynthia Rudin
David Page
CML
95
1
0
23 Feb 2023
In Search of Insights, Not Magic Bullets: Towards Demystification of the
  Model Selection Dilemma in Heterogeneous Treatment Effect Estimation
In Search of Insights, Not Magic Bullets: Towards Demystification of the Model Selection Dilemma in Heterogeneous Treatment Effect Estimation
Alicia Curth
M. Schaar
CML
62
26
0
06 Feb 2023
CausalBench: A Large-scale Benchmark for Network Inference from
  Single-cell Perturbation Data
CausalBench: A Large-scale Benchmark for Network Inference from Single-cell Perturbation Data
Mathieu Chevalley
Yusuf Roohani
Arash Mehrjou
J. Leskovec
Patrick Schwab
CML
91
38
0
31 Oct 2022
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