Papers
938 papers found
Case-based off-policy evaluation using prototype learning
Anton Matsson, Fredrik D. Johansson
Causal discovery under a confounder blanket
David S. Watson, Ricardo Silva
Causal discovery with heterogeneous observational data
Fangting Zhou, Kejun He, Yang Ni
Causal forecasting: generalization bounds for autoregressive models
Leena Chennuru Vankadara, Philipp Michael Faller, Michaela Hardt et al.
Causal inference with treatment measurement error: a nonparametric instrumental variable approach
Yuchen Zhu, Limor Gultchin, Arthur Gretton et al.
Combating the instability of mutual information-based losses via regularization
Kwanghee Choi, Siyeong Lee
Combinatorial Bayesian optimization with random mapping functions to convex polytopes
Jungtaek Kim, Seungjin Choi, Minsu Cho
Conditional simulation using diffusion Schrödinger bridges
Yuyang Shi, Valentin De Bortoli, George Deligiannidis et al.
Contrastive latent variable models for neural text generation
Zhiyang Teng, Chenhua Chen, Yan Zhang et al.
Convergence Analysis of Linear Coupling with Inexact Proximal Operator
Qiang Zhou, Sinno Jialin Pan
CoSPA: An improved masked language model with copy mechanism for Chinese spelling correction
Shoujian Yang, Lian Yu
Counterfactual inference of second Opinions
Nina L. Corvelo Benz, Manuel Gomez Rodriguez
CounteRGAN: Generating counterfactuals for real-time recourse and interpretability using residual GANs
Daniel Nemirovsky, Nicolas Thiebaut, Ye Xu et al.
Cross-domain adaptive transfer reinforcement learning based on state-action correspondence
Heng You, Tianpei Yang, Yan Zheng et al.
Cycle class consistency with distributional optimal transport and knowledge distillation for unsupervised domain adaptation
Tuan Nguyen, Van Nguyen, Trung Le et al.
Cyclic test time augmentation with entropy weight method
Sewhan Chun, Jae Young Lee, Junmo Kim
Data augmentation in Bayesian neural networks and the cold posterior effect
Seth Nabarro, Stoil Ganev, Adrià Garriga-Alonso et al.
Data dependent randomized smoothing
Motasem Alfarra, Adel Bibi, Philip H. S. Torr et al.
Data poisoning attacks on off-policy policy evaluation methods
Elita Lobo, Harvineet Singh, Marek Petrik et al.
Data sampling affects the complexity of online SGD over dependent data
Shaocong Ma, Ziyi Chen, Yi Zhou et al.
Decision-theoretic planning with communication in open multiagent systems
Anirudh Kakarlapudi, Gayathri Anil, Adam Eck et al.
Deep Dirichlet process mixture models
Naiqi Li, Wenjie Li, Yong Jiang et al.
Detecting textual adversarial examples through randomized substitution and vote
Xiaosen Wang, Xiong Yifeng, Kun He