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2202.04208
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Validating Causal Inference Methods
9 February 2022
Harsh Parikh
Carlos Varjao
Louise Xu
E. T. Tchetgen
CML
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ArXiv (abs)
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Papers citing
"Validating Causal Inference Methods"
12 / 12 papers shown
Title
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
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
Yiyan Huang
Cheuk Hang Leung
Siyi Wang
Yijun Li
Qi Wu
OOD
CML
76
0
0
28 Feb 2024
Deep Learning With DAGs
Sourabh Vivek Balgi
Adel Daoud
Jose M. Pena
G. Wodtke
Jesse Zhou
AI4CE
CML
55
2
0
12 Jan 2024
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
B. V. Breugel
Nabeel Seedat
F. Imrie
M. Schaar
SyDa
56
25
0
25 Oct 2023
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
Ali Hossein Gharari Foomani
Michael Cooper
Russell Greiner
Rahul G. Krishnan
70
13
0
20 Jun 2023
Counterfactual Generative Models for Time-Varying Treatments
Shenghao Wu
Wen-liang Zhou
Minshuo Chen
Shixiang Zhu
DiffM
CML
94
8
0
25 May 2023
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
Alicia Curth
M. Schaar
CML
62
26
0
06 Feb 2023
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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