Learning and Testing Causal Models with Interventions

Learning and Testing Causal Models with Interventions

24 May 2018

Jayadev Acharya

Arnab Bhattacharyya

Papers citing "Learning and Testing Causal Models with Interventions"

16 / 16 papers shown

Title
Characterization and Learning of Causal Graphs from Hard Interventions Zihan Zhou Muhammad Qasim Elahi Murat Kocaoglu CML 89 0 0 02 May 2025
Learning bounded-degree polytrees with known skeleton Davin Choo Joy Qiping Yang Arnab Bhattacharyya C. Canonne 36 2 0 10 Oct 2023
A continuous Structural Intervention Distance to compare Causal Graphs Mihir Dhanakshirur F. Laumann Junhyung Park Mauricio Barahona CML 24 3 0 31 Jul 2023
Near-Optimal Degree Testing for Bayes Nets Vipul Arora Arnab Bhattacharyya C. Canonne Joy Qiping Yang TPM 32 2 0 13 Apr 2023
On the Interventional Kullback-Leibler Divergence J. Wildberger Siyuan Guo Arnab Bhattacharyya Bernhard Schölkopf OOD CML 34 6 0 10 Feb 2023
Learning and Testing Latent-Tree Ising Models Efficiently Davin Choo Y. Dagan C. Daskalakis Anthimos Vardis Kandiros 24 8 0 23 Nov 2022
Gaussian Mean Testing Made Simple Ilias Diakonikolas D. Kane Ankit Pensia 28 5 0 25 Oct 2022
Private High-Dimensional Hypothesis Testing Shyam Narayanan FedML 40 11 0 03 Mar 2022
Causal Homotopy Sridhar Mahadevan CML 19 6 0 20 Sep 2021
Efficient inference of interventional distributions Arnab Bhattacharyya Sutanu Gayen S. Kandasamy Vedant Raval N. V. Vinodchandran 9 2 0 25 Jul 2021
Finding Valid Adjustments under Non-ignorability with Minimal DAG Knowledge Abhin Shah Karthikeyan Shanmugam Kartik Ahuja CML 36 13 0 22 Jun 2021
Limits on Testing Structural Changes in Ising Models Aditya Gangrade B. Nazer Venkatesh Saligrama 27 0 0 07 Nov 2020
A Ladder of Causal Distances Maxime Peyrard Robert West CML 16 6 0 05 May 2020
Ivy: Instrumental Variable Synthesis for Causal Inference Zhaobin Kuang Frederic Sala N. Sohoni Sen Wu A. Córdova-Palomera Jared A. Dunnmon J. Priest Christopher Ré CML 19 26 0 11 Apr 2020
Private Identity Testing for High-Dimensional Distributions C. Canonne Gautam Kamath Audra McMillan Jonathan R. Ullman Lydia Zakynthinou 37 36 0 28 May 2019
Testing Ising Models C. Daskalakis Nishanth Dikkala Gautam Kamath 18 101 0 09 Dec 2016