| CCSL: A Causal Structure Learning Method from Multiple Unknown Environments | Nov 18, 2021 | Causal DiscoveryClustering | CodeCode Available | 0 |
| Neural Dynamic Focused Topic Model | Nov 16, 2021 | modelTopic Models | —Unverified | 0 |
| Blind Channel Estimation for MIMO Systems via Variational Inference | Nov 16, 2021 | Variational Inference | —Unverified | 0 |
| PredProp: Bidirectional Stochastic Optimization with Precision Weighted Predictive Coding | Nov 16, 2021 | DecoderStochastic Optimization | —Unverified | 0 |
| Natural Gradient Variational Inference with Gaussian Mixture Models | Nov 15, 2021 | Variational Inference | —Unverified | 0 |
| Predictive coding, precision and natural gradients | Nov 12, 2021 | Variational Inference | —Unverified | 0 |
| Robust Learning via Ensemble Density Propagation in Deep Neural Networks | Nov 10, 2021 | Variational Inference | —Unverified | 0 |
| CoCo Games: Graphical Game-Theoretic Swarm Control for Communication-Aware Coverage | Nov 8, 2021 | Variational Inference | —Unverified | 0 |
| Fast and Scalable Spike and Slab Variable Selection in High-Dimensional Gaussian Processes | Nov 8, 2021 | Gaussian ProcessesVariable Selection | CodeCode Available | 0 |
| Amortized Variational Inference for Simple Hierarchical Models | Nov 4, 2021 | Variational Inference | —Unverified | 0 |
| Reconstructing Nonlinear Dynamical Systems from Multi-Modal Time Series | Nov 4, 2021 | Data IntegrationDecoder | CodeCode Available | 0 |
| Variational Inference with Holder Bounds | Nov 4, 2021 | Variational Inference | —Unverified | 0 |
| DAGSurv: Directed Acyclic Graph Based Survival Analysis Using Deep Neural Networks | Nov 2, 2021 | Survival AnalysisSurvival Prediction | CodeCode Available | 0 |
| A derivation of variational message passing (VMP) for latent Dirichlet allocation (LDA) | Nov 2, 2021 | Variational Inference | —Unverified | 0 |
| Bayes-Newton Methods for Approximate Bayesian Inference with PSD Guarantees | Nov 2, 2021 | Bayesian InferenceGaussian Processes | CodeCode Available | 1 |
| Spatio-Temporal Variational Gaussian Processes | Nov 2, 2021 | Gaussian ProcessesVariational Inference | CodeCode Available | 1 |
| Extracting Topics with Simultaneous Word Co-occurrence and Semantic Correlation Graphs: Neural Topic Modeling for Short Texts | Nov 1, 2021 | Topic ModelsVariational Inference | —Unverified | 0 |
| Diversity and Consistency: Exploring Visual Question-Answer Pair Generation | Nov 1, 2021 | DiversityQuestion Answering | —Unverified | 0 |
| Robust Deep Learning from Crowds with Belief Propagation | Nov 1, 2021 | Deep LearningVariational Inference | CodeCode Available | 1 |
| VigDet: Knowledge Informed Neural Temporal Point Process for Coordination Detection on Social Media | Oct 28, 2021 | MisinformationVariational Inference | —Unverified | 0 |
| Discovering Non-monotonic Autoregressive Orderings with Variational Inference | Oct 27, 2021 | DecoderImage Captioning | CodeCode Available | 1 |
| Vector-valued Gaussian Processes on Riemannian Manifolds via Gauge Independent Projected Kernels | Oct 27, 2021 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| TopicNet: Semantic Graph-Guided Topic Discovery | Oct 27, 2021 | Inductive BiasTopic Models | CodeCode Available | 0 |
| Relay Variational Inference: A Method for Accelerated Encoderless VI | Oct 26, 2021 | ImputationVariational Inference | —Unverified | 0 |
| Uncertainty quantification in non-rigid image registration via stochastic gradient Markov chain Monte Carlo | Oct 25, 2021 | Image RegistrationUncertainty Quantification | CodeCode Available | 0 |
