27 Results

Poster	Thu 9:00	Scalable Sensitivity and Uncertainty Analyses for Causal-Effect Estimates of Continuous-Valued Interventions Andrew Jesson · Alyson Douglas · Peter Manshausen · Maëlys Solal · Nicolai Meinshausen · Philip Stier · Yarin Gal · Uri Shalit
Poster	Tue 14:00	What's the Harm? Sharp Bounds on the Fraction Negatively Affected by Treatment Nathan Kallus
Poster	Thu 9:00	Causal Identification under Markov equivalence: Calculus, Algorithm, and Completeness Amin Jaber · Adele Ribeiro · Jiji Zhang · Elias Bareinboim
Panel	Thu 9:45	Panel 5A-2: Causal Identification under… & Markovian Interference in… Andrew Zheng · Amin Jaber
Poster	Wed 14:00	An Adaptive Kernel Approach to Federated Learning of Heterogeneous Causal Effects Thanh Vinh Vo · Arnab Bhattacharyya · Young Lee · Tze-Yun Leong
Poster	Tue 14:00	Causally motivated multi-shortcut identification and removal Jiayun Zheng · Maggie Makar
Poster	Wed 9:00	Transfer Learning on Heterogeneous Feature Spaces for Treatment Effects Estimation Ioana Bica · Mihaela van der Schaar
Workshop		A Large-Scale Observational Study of the Causal Effects of a Behavioral Health Nudge Achille Nazaret · Guillermo Sapiro
Poster	Thu 9:00	Partial Identification of Treatment Effects with Implicit Generative Models Vahid Balazadeh Meresht · Vasilis Syrgkanis · Rahul Krishnan
Workshop		Identifying Causal Effects Of Exercise On Irregular Heart Rhythm Events Using Wearable Device Data Lauren Hannah · Adam Bouyamourn
Poster	Thu 9:00	Falsification before Extrapolation in Causal Effect Estimation Zeshan M Hussain · Michael Oberst · Ming-Chieh Shih · David Sontag
Poster	Thu 9:00	Direct Advantage Estimation Hsiao-Ru Pan · Nico Gürtler · Alexander Neitz · Bernhard Schölkopf