Search All 2022 Events
 

14 Results

<<   <   Page 1 of 2   >   >>
Poster
Thu 14:00 Staggered Rollout Designs Enable Causal Inference Under Interference Without Network Knowledge
Mayleen Cortez · Matthew Eichhorn · Christina Yu
Poster
Wed 9:00 Transfer Learning on Heterogeneous Feature Spaces for Treatment Effects Estimation
Ioana Bica · Mihaela van der Schaar
Poster
Tue 14:00 What's the Harm? Sharp Bounds on the Fraction Negatively Affected by Treatment
Nathan Kallus
Poster
Thu 9:00 Benchmarking Heterogeneous Treatment Effect Models through the Lens of Interpretability
Jonathan Crabbé · Alicia Curth · Ioana Bica · Mihaela van der Schaar
Workshop
Bounding the Effects of Continuous Treatments for Hidden Confounders
Myrl Marmarelis · Greg Ver Steeg · Neda Jahanshad · Aram Galstyan
Poster
Thu 9:00 Partial Identification of Treatment Effects with Implicit Generative Models
Vahid Balazadeh Meresht · Vasilis Syrgkanis · Rahul Krishnan
Poster
Generalization Bounds for Estimating Causal Effects of Continuous Treatments
Xin Wang · Shengfei Lyu · Xingyu Wu · Tianhao Wu · Huanhuan Chen
Workshop
Exploring Transformer Backbones for Heterogeneous Treatment Effect Estimation
yifan zhang · Hanlin Zhang · Zachary Lipton · Li Erran Li · Eric Xing
Poster
Wed 9:00 Debiased Machine Learning without Sample-Splitting for Stable Estimators
Qizhao Chen · Vasilis Syrgkanis · Morgane Austern
Poster
Tue 9:00 Sample Constrained Treatment Effect Estimation
Raghavendra Addanki · David Arbour · Tung Mai · Cameron Musco · Anup Rao
Workshop
Hydranet: A Neural Network for the estimation of Multi-valued Treatment Effects
Borja Velasco · Jesus Cerquides · Josep Arcos
Workshop
Fri 10:15 Hydranet: A Neural Network for the estimation of Multi-valued Treatment Effects
Borja Velasco · Jesus Cerquides · Josep Arcos