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Few-shot Domain Adaptation by Causal Mechanism Transfer
T. Teshima, I. Sato, and M. Sugiyama
Yiwei Lu
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title: Few-shot Domain Adaptation by Causal Mechanism Transfer
author: Takeshi Teshima, Issei Sato, Masashi Sugiyama
presenter: Hossein Keshavarz
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title : Learning The Difference That Makes A Difference With Counterfactually-Augmented Data
author : Divyansh Kaushik, Eduard Hovy, Zachary Lipton
presenter : Gaurav Sikri
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title: Causal Modeling for Fairness In Dynamical Systems
author: Elliot Creager, David Madras, Toniann Pitassi, Richard Zemel
presenter: Haonan Duan
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title: Counterfactuals uncover the modular structure of deep generative models
author: M. Besserve, A. Mehrjou, R. Sun, and B. Schölkopf
presenter: Niki Hasrati
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title: CAUSALGAN: LEARNING CAUSAL IMPLICIT GENERATIVE MODELS WITH ADVERSARIAL TRAINING author: Murat Kocaoglu, Christopher Snyder, Alexandros G. Dimakis, Sriram Vishwanath
presenter: Dihong Jiang pre-record or zoom (preferred time) : Zoom (Tu 9-12) -
title: CXPlain: Causal Explanations for Model Interpretation under Uncertainty
author: Patrick Schwab and Walter Karlen
presenter: Wanxin Li
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title: Counterfactual Fairness in Text Classification through Robustness
author: S. Garg, V. Perot, N. Limtiaco, A. Taly, E. H. Chi, and A. Beutel
presenter: Rudrani Bhadra
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title: Strategic Classification is Causal Modeling in Disguise
author: John Miller, Smitha Milli
presenter: Sharhad Bashar
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title: Causal Structure Learning
author: Heinze-Deml, Christina and Maathuis, Marloes H. and Meinshausen, Nicolai
presenter: Ashish Gaurav pre-record or zoom (preferred time): Zoom (Tu 9-12) -
title: Counterfactual Fairness
author: Kusner, Matt J and Loftus, Joshua and Russell, Chris and Silva, Ricardo
presenter: Shadong Liu
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title: Avoiding Discrimination through Causal Reasoning author: Niki Kilbertus, Mateo Rojas-Carulla, Giambattista Parascandolo, Moritz Hardt, Dominik Janzing, Bernhard Scholkopf presenter : Lipsa Mishra
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title: Conditional Independence in Statistical Theory
author: A. P. Dawid presenter: Daniel Herman
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title: Learning Representations for Counterfactual Inference author: Fredrik Johansson, Uri Shalit, David Sontag presenter: Jheng-Hong Yang pre-record or zoom (preferred time): pre-record
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title: Robust Multi-agent Counterfactual Prediction
author: Alexander Peysakhovich, Christian Kroer, Adam Lerer presenter: Alireza Vezvaei pre-record or zoom (preferred time): pre-record -
title: Probabilistic evaluation of sequential plans from causal models with hidden variables authors: Judea Pearl, James Robins presenter: Dahlia Shehata
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