Papers
2,716 papers found
Avoiding Discrimination through Causal Reasoning
Niki Kilbertus, Mateo Rojas Carulla, Giambattista Parascandolo et al.
Identification and Estimation of Causal Effects from Dependent Data
Eli Sherman, Ilya Shpitser
Mixture Matrix Completion
Daniel Pimentel-Alarcon
Maximum Causal Tsallis Entropy Imitation Learning
Kyungjae Lee, Sungjoon Choi, Songhwai Oh
Provable Gaussian Embedding with One Observation
Ming Yu, Zhuoran Yang, Tuo Zhao et al.
Weakly Supervised Dense Event Captioning in Videos
Xuguang Duan, Wenbing Huang, Chuang Gan et al.
Gaussian Process Conditional Density Estimation
Vincent Dutordoir, Hugh Salimbeni, James Hensman et al.
Coupled Variational Bayes via Optimization Embedding
Bo Dai, Hanjun Dai, Niao He et al.
Learning and Testing Causal Models with Interventions
Jayadev Acharya, Arnab Bhattacharyya, Constantinos Daskalakis et al.
Benefits of over-parameterization with EM
Ji Xu, Daniel J. Hsu, Arian Maleki
Fast Estimation of Causal Interactions using Wold Processes
Flavio Figueiredo, Guilherme Resende Borges, Pedro O.S. Vaz de Melo et al.
Re-evaluating evaluation
David Balduzzi, Karl Tuyls, Julien Perolat et al.
Direct Estimation of Differences in Causal Graphs
Yuhao Wang, Chandler Squires, Anastasiya Belyaeva et al.
Removing the Feature Correlation Effect of Multiplicative Noise
Zijun Zhang, Yining Zhang, Zongpeng Li
Convex Elicitation of Continuous Properties
Jessica Finocchiaro, Rafael Frongillo
Equality of Opportunity in Classification: A Causal Approach
Junzhe Zhang, Elias Bareinboim
Causal Regularization
Dominik Janzing
First Order Motion Model for Image Animation
Aliaksandr Siarohin, Stéphane Lathuilière, Sergey Tulyakov et al.
Anti-efficient encoding in emergent communication
Rahma Chaabouni, Eugene Kharitonov, Emmanuel Dupoux et al.
CXPlain: Causal Explanations for Model Interpretation under Uncertainty
Patrick Schwab, Walter Karlen
Covariate-Powered Empirical Bayes Estimation
Nikolaos Ignatiadis, Stefan Wager
Focused Quantization for Sparse CNNs
Yiren Zhao, Xitong Gao, Daniel Bates et al.
Noise-tolerant fair classification
Alex Lamy, Ziyuan Zhong, Aditya K Menon et al.
Memory Efficient Adaptive Optimization
Rohan Anil, Vineet Gupta, Tomer Koren et al.
Causal Confusion in Imitation Learning
Pim de Haan, Dinesh Jayaraman, Sergey Levine