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Poster
Thu 6:00 Performative Prediction
Juan Perdomo · Tijana Zrnic · Celestine Mendler-Dünner · Moritz Hardt
Poster
Tue 9:00 CAUSE: Learning Granger Causality from Event Sequences using Attribution Methods
Wei Zhang · Thomas Panum · Somesh Jha · Prasad Chalasani · David Page
Poster
Wed 5:00 Causal Effect Identifiability under Partial-Observability
Sanghack Lee · Elias Bareinboim
Workshop
Fri 6:00 ICML 2020 Workshop on Computational Biology
Workshop CompBio · Delasa Aghamirzaie · Alexander Anderson · Elham Azizi · Abdoulaye Baniré Diallo · Cassandra Burdziak · Jill Gallaher · Anshul Kundaje · Dana Pe'er · Sandhya Prabhakaran · Amine Remita · Mark Robertson-Tessi · Wesley Tansey · Julia Vogt · Yubin Xie
Poster
Tue 15:00 Invariant Causal Prediction for Block MDPs
Amy Zhang · Clare Lyle · Shagun Sodhani · Angelos Filos · Marta Kwiatkowska · Joelle Pineau · Yarin Gal · Doina Precup
Poster
Tue 7:00 Causal Strategic Linear Regression
Yonadav Shavit · Benjamin Edelman · Brian Axelrod
Poster
Thu 6:00 Estimation of Bounds on Potential Outcomes For Decision Making
Maggie Makar · Fredrik Johansson · John Guttag · David Sontag
Poster
Wed 8:00 Alleviating Privacy Attacks via Causal Learning
Shruti Tople · Amit Sharma · Aditya Nori
Poster
Tue 9:00 LazyIter: A Fast Algorithm for Counting Markov Equivalent DAGs and Designing Experiments
Ali Teshnizi · Saber Salehkaleybar · Negar Kiyavash
Poster
Tue 8:00 Efficient Identification in Linear Structural Causal Models with Auxiliary Cutsets
Daniel Kumor · Carlos Cinelli · Elias Bareinboim
Poster
Tue 9:00 Learning and Sampling of Atomic Interventions from Observations
Arnab Bhattacharyya · Sutanu Gayen · Saravanan Kandasamy · Ashwin Maran · Vinodchandran N. Variyam
Workshop
Fri 1:00 5th ICML Workshop on Human Interpretability in Machine Learning (WHI)
Adrian Weller · Alice Xiang · Amit Dhurandhar · Been Kim · Dennis Wei · Kush Varshney · Umang Bhatt