probabilistic modeling

Improving Local Identifiability in Probabilistic Box Embeddings NeurIPS 2020 Interactive Learning with Proactive Cognition Enhancement for Crowd Workers AAAI 2020 Introducing Probabilistic Bézier Curves for N-Step Sequence Prediction AAAI 2020 Joint Contrastive Learning with Infinite Possibilities NeurIPS 2020 LambdaNet: Probabilistic Type Inference using Graph Neural Networks ICLR 2020 Learning Bayesian Networks with Cops and Robbers PGM 2020 Learning from Aggregate Observations NeurIPS 2020 Learning from Binary Multiway Data: Probabilistic Tensor Decomposition and its Statistical Optimality JMLR 2020 Learning from Positive and Unlabeled Data without Explicit Estimation of Class Prior AAAI 2020 Learning Informative Representations of Biomedical Relations with Latent Variable Models EMNLP 2020 Learning with Labeled and Unlabeled Multi-Step Transition Data for Recovering Markov Chain from Incomplete Transition Data IJCAI 2020 Learning with Noise: Improving Distantly-Supervised Fine-grained Entity Typing via Automatic Relabeling IJCAI 2020 Lifted Query Answering in Gaussian Bayesian Networks PGM 2020 Manifold GPLVMs for discovering non-Euclidean latent structure in neural data NeurIPS 2020 Mitigating Gender Bias Amplification in Distribution by Posterior Regularization ACL 2020 Modeling Shared responses in Neuroimaging Studies through MultiView ICA NeurIPS 2020 Neural Bridge Sampling for Evaluating Safety-Critical Autonomous Systems NeurIPS 2020 Neural Transduction for Multilingual Lexical Translation COLING 2020 NeurASP: Embracing Neural Networks into Answer Set Programming IJCAI 2020 On Importance Sampling-Based Evaluation of Latent Language Models ACL 2020 PLOP: Probabilistic Polynomial Objects trajectory Prediction for autonomous driving CoRL 2020 Predicting Declension Class from Form and Meaning ACL 2020 Predictive Uncertainty Estimation for Tractable Deep Probabilistic Models IJCAI 2020 Probabilistic Active Meta-Learning NeurIPS 2020 Probabilistic Assumptions Matter: Improved Models for Distantly-Supervised Document-Level Question Answering ACL 2020