conftrace_
← Optimization & Theory
Machine Learning › Optimization & Theory ›

Bayesian Inference

4,821 papers

Papers per year

Papers

Domain Knowledge Empowered Structured Neural Net for End-to-End Event Temporal Relation Extraction EMNLP 2020
AIN: Fast and Accurate Sequence Labeling with Approximate Inference Network EMNLP 2020
Knowing What You Know: Calibrating Dialogue Belief State Distributions via Ensembles EMNLP 2020
Computational Interpretations of Recency for the Choice of Referring Expressions in Discourse EMNLP 2020
An Expectation Maximisation Algorithm for Automated Cognate Detection EMNLP 2020
Recalibrating classifiers for interpretable abusive content detection EMNLP 2020
Learning Informative Representations of Biomedical Relations with Latent Variable Models EMNLP 2020
Selective Dyna-Style Planning Under Limited Model Capacity ICML 2020
Restarted Bayesian Online Change-point Detector achieves Optimal Detection Delay ICML 2020
Inductive-bias-driven Reinforcement Learning For Efficient Schedules in Heterogeneous Clusters ICML 2020
Defense Through Diverse Directions ICML 2020
The Boomerang Sampler ICML 2020
Latent Variable Modelling with Hyperbolic Normalizing Flows ICML 2020
All in the Exponential Family: Bregman Duality in Thermodynamic Variational Inference ICML 2020
Scalable Exact Inference in Multi-Output Gaussian Processes ICML 2020
DeBayes: a Bayesian Method for Debiasing Network Embeddings ICML 2020
Unlabelled Data Improves Bayesian Uncertainty Calibration under Covariate Shift ICML 2020
Learning To Stop While Learning To Predict ICML 2020
Convergence Rates of Variational Inference in Sparse Deep Learning ICML 2020
Model Fusion with Kullback-Leibler Divergence ICML 2020
R2-B2: Recursive Reasoning-Based Bayesian Optimization for No-Regret Learning in Games ICML 2020
An end-to-end Differentially Private Latent Dirichlet Allocation Using a Spectral Algorithm ICML 2020
Non-convex Learning via Replica Exchange Stochastic Gradient MCMC ICML 2020
Provable Smoothness Guarantees for Black-Box Variational Inference ICML 2020
Online Bayesian Moment Matching based SAT Solver Heuristics ICML 2020