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probabilistic modeling

851 papers

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PM

Co-occurring keywords

bayesian inference (1904) variational inference (2069) probabilistic model (476) graphical model (863) uncertainty quantification (1365) generative model (2889) bayesian network (378) causal inference (1619) latent variable model (564) probabilistic inference (310)

Papers

Variational Label Enhancement ICML 2020
Topic Balancing with Additive Regularization of Topic Models ACL 2020
Neural Transduction for Multilingual Lexical Translation COLING 2020
DoLFIn: Distributions over Latent Features for Interpretability COLING 2020
Variational Autoencoder with Embedded Student-t Mixture Model for Authorship Attribution COLING 2020
Joint Contrastive Learning with Infinite Possibilities NIPS 2020
Beyond the Mean-Field: Structured Deep Gaussian Processes Improve the Predictive Uncertainties NIPS 2020
Learning from Binary Multiway Data: Probabilistic Tensor Decomposition and its Statistical Optimality JMLR 2020
Introducing Probabilistic Bézier Curves for N-Step Sequence Prediction AAAI 2020
GP-VAE: Deep Probabilistic Time Series Imputation AISTATS 2020
Probabilistic Case-based Reasoning for Open-World Knowledge Graph Completion EMNLP 2020
Learning Informative Representations of Biomedical Relations with Latent Variable Models EMNLP 2020
A Bayesian Framework for Nash Equilibrium Inference in Human-Robot Parallel Play RSS 2020
Task Agnostic Robust Learning on Corrupt Outputs by Correlation-Guided Mixture Density Networks CVPR 2020
Learning Bayesian Networks with Cops and Robbers PGM 2020
Learning from Positive and Unlabeled Data without Explicit Estimation of Class Prior AAAI 2020
ASR-Free Pronunciation Assessment INTERSPEECH 2020
Lifted Query Answering in Gaussian Bayesian Networks PGM 2020
A Multi-Hypothesis Approach to Color Constancy CVPR 2020
Probabilistic Structural Latent Representation for Unsupervised Embedding CVPR 2020
Revisiting the Sample Complexity of Sparse Spectrum Approximation of Gaussian Processes NIPS 2020
A Probabilistic Formulation of Unsupervised Text Style Transfer ICLR 2020
Uncertain Natural Language Inference ACL 2020
Efficient Learning of Discrete Graphical Models NIPS 2020
Fast Risk Assessment for Autonomous Vehicles Using Learned Models of Agent Futures RSS 2020