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Spotlight
Wed Jul 20 05:15 AM -- 05:20 AM (KST) @ Ballroom 3 & 4
Coordinated Double Machine Learning
In MISC: Causality
Nitai Fingerhut · Matteo Sesia · Yaniv Romano
Spotlight
Wed Jul 20 05:20 AM -- 05:25 AM (KST) @ Ballroom 3 & 4
Exploiting Independent Instruments: Identification and Distribution Generalization
In MISC: Causality
Sorawit Saengkyongam · Leonard Henckel · Niklas Pfister · Jonas Peters
Spotlight
Wed Jul 20 05:25 AM -- 05:30 AM (KST) @ Ballroom 3 & 4
Partial Counterfactual Identification from Observational and Experimental Data
In MISC: Causality
Junzhe Zhang · Jin Tian · Elias Bareinboim
Spotlight
Wed Jul 20 05:30 AM -- 05:35 AM (KST) @ Ballroom 3 & 4
On Measuring Causal Contributions via do-interventions
In MISC: Causality
Yonghan Jung · Shiva Kasiviswanathan · Jin Tian · Dominik Janzing · Patrick Bloebaum · Elias Bareinboim
Spotlight
Wed Jul 20 05:35 AM -- 05:40 AM (KST) @ Ballroom 3 & 4
The Role of Deconfounding in Meta-learning
In MISC: Causality
Yinjie Jiang · Zhengyu Chen · Kun Kuang · Luotian Yuan · Xinhai Ye · Zhihua Wang · Fei Wu · Ying WEI
Spotlight
Wed Jul 20 05:40 AM -- 05:45 AM (KST) @ Ballroom 3 & 4
CITRIS: Causal Identifiability from Temporal Intervened Sequences
In MISC: Causality
Phillip Lippe · Sara Magliacane · Sindy Löwe · Yuki Asano · Taco Cohen · Stratis Gavves
Spotlight
Wed Jul 20 05:45 AM -- 05:50 AM (KST) @ Ballroom 3 & 4
Online Balanced Experimental Design
In MISC: Causality
David Arbour · Drew Dimmery · Tung Mai · Anup Rao
Oral
Wed Jul 20 05:50 AM -- 06:10 AM (KST) @ Ballroom 3 & 4 None
Minimum Cost Intervention Design for Causal Effect Identification
In MISC: Causality
Sina Akbari · Jalal Etesami · Negar Kiyavash
Spotlight
Wed Jul 20 06:10 AM -- 06:15 AM (KST) @ Ballroom 3 & 4
Causal structure-based root cause analysis of outliers
In MISC: Causality
Kailash Budhathoki · Lenon Minorics · Patrick Bloebaum · Dominik Janzing
Spotlight
Wed Jul 20 06:15 AM -- 06:20 AM (KST) @ Ballroom 3 & 4
Instrumental Variable Regression with Confounder Balancing
In MISC: Causality
Anpeng Wu · Kun Kuang · Bo Li · Fei Wu
Spotlight
Wed Jul 20 06:20 AM -- 06:25 AM (KST) @ Ballroom 3 & 4
Causal Transformer for Estimating Counterfactual Outcomes
In MISC: Causality
Valentyn Melnychuk · Dennis Frauen · Stefan Feuerriegel
Spotlight
Wed Jul 20 06:25 AM -- 06:30 AM (KST) @ Ballroom 3 & 4
Causal Inference Through the Structural Causal Marginal Problem
In MISC: Causality
Luigi Gresele · Julius von Kügelgen · Jonas Kübler · Elke Kirschbaum · Bernhard Schölkopf · Dominik Janzing
Spotlight
Wed Jul 20 06:30 AM -- 06:35 AM (KST) @ Ballroom 3 & 4
Functional Generalized Empirical Likelihood Estimation for Conditional Moment Restrictions
In MISC: Causality
Heiner Kremer · Jia-Jie Zhu · Krikamol Muandet · Bernhard Schölkopf
Spotlight
Wed Jul 20 06:35 AM -- 06:40 AM (KST) @ Ballroom 3 & 4
Matching Learned Causal Effects of Neural Networks with Domain Priors
In MISC: Causality
Sai Srinivas Kancheti · Gowtham Reddy Abbavaram · Vineeth N Balasubramanian · Amit Sharma
Spotlight
Wed Jul 20 06:40 AM -- 06:45 AM (KST) @ Ballroom 3 & 4
Inferring Cause and Effect in the Presence of Heteroscedastic Noise
In MISC: Causality
Sascha Xu · Osman Ali Mian · Alexander Marx · Jilles Vreeken