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Bayesian Inference

4,821 papers

Papers per year

Papers

Tackling Instance-Dependent Label Noise via a Universal Probabilistic Model AAAI 2021
BANANAS: Bayesian Optimization with Neural Architectures for Neural Architecture Search AAAI 2021
A Hybrid Stochastic Gradient Hamiltonian Monte Carlo Method AAAI 2021
Treatment Effect Estimation with Disentangled Latent Factors AAAI 2021
Local Differential Privacy for Bayesian Optimization AAAI 2021
Explaining A Black-box By Using A Deep Variational Information Bottleneck Approach AAAI 2021
Bayesian Optimized Monte Carlo Planning AAAI 2021
High Dimensional Level Set Estimation with Bayesian Neural Network AAAI 2021
Learning Continuous High-Dimensional Models using Mutual Information and Copula Bayesian Networks AAAI 2021
Learning the Parameters of Bayesian Networks from Uncertain Data AAAI 2021
Bayes DistNet - A Robust Neural Network for Algorithm Runtime Distribution Predictions AAAI 2021
Variational Inference for Learning Representations of Natural Language Edits AAAI 2021
Circles are like Ellipses, or Ellipses are like Circles? Measuring the Degree of Asymmetry of Static and Contextual Word Embeddings and the Implications to Representation Learning AAAI 2021
Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global Inference AAAI 2021
HOT-VAE: Learning High-Order Label Correlation for Multi-Label Classification via Attention-Based Variational Autoencoders AAAI 2021
Opponent Hand Estimation in the Game of Gin Rummy AAAI 2021
A Data-Driven Approach for Gin Rummy Hand Evaluation AAAI 2021
Educational Question Mining At Scale: Prediction, Analysis and Personalization AAAI 2021
Probabilistic Robustness Quantification of Neural Networks AAAI 2021
Understanding the Properties of Minimum Bayes Risk Decoding in Neural Machine Translation ACL 2021
Cascaded Head-colliding Attention ACL 2021
LNN-EL: A Neuro-Symbolic Approach to Short-text Entity Linking ACL 2021
GTM: A Generative Triple-wise Model for Conversational Question Generation ACL 2021
Evaluation Examples are not Equally Informative: How should that change NLP Leaderboards? ACL 2021
Search from History and Reason for Future: Two-stage Reasoning on Temporal Knowledge Graphs ACL 2021