| Robust Variational Contrastive Learning for Partially View-unaligned Clustering | Oct 28, 2024 | ClusteringContrastive Learning | CodeCode Available | 1 |
| Likelihood approximations via Gaussian approximate inference | Oct 28, 2024 | Variational Inference | —Unverified | 0 |
| Noise-Aware Differentially Private Variational Inference | Oct 25, 2024 | Bayesian Inferenceregression | —Unverified | 0 |
| Brain-like variational inference | Oct 25, 2024 | Variational Inference | —Unverified | 0 |
| Evolving Voices Based on Temporal Poisson Factorisation | Oct 24, 2024 | Topic ModelsVariational Inference | —Unverified | 0 |
| Semi-Implicit Functional Gradient Flow for Efficient Sampling | Oct 23, 2024 | DenoisingVariational Inference | —Unverified | 0 |
| Scalable Random Feature Latent Variable Models | Oct 23, 2024 | Bayesian InferenceComputational Efficiency | CodeCode Available | 1 |
| A Trust-Region Method for Graphical Stein Variational Inference | Oct 21, 2024 | Bayesian InferenceVariational Inference | —Unverified | 0 |
| Incorporating Group Prior into Variational Inference for Tail-User Behavior Modeling in CTR Prediction | Oct 19, 2024 | Click-Through Rate PredictionRecommendation Systems | —Unverified | 0 |
| Predictive variational inference: Learn the predictively optimal posterior distribution | Oct 18, 2024 | Variational Inference | —Unverified | 0 |
| Annealed Stein Variational Gradient Descent for Improved Uncertainty Estimation in Full-Waveform Inversion | Oct 17, 2024 | Bayesian InferenceVariational Inference | CodeCode Available | 0 |
| Preference Diffusion for Recommendation | Oct 17, 2024 | Recommendation SystemsSequential Recommendation | CodeCode Available | 1 |
| A theoretical perspective on mode collapse in variational inference | Oct 17, 2024 | Variational Inference | —Unverified | 0 |
| Counterfactual Generative Modeling with Variational Causal Inference | Oct 16, 2024 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Learning with Importance Weighted Variational Inference: Asymptotics for Gradient Estimators of the VR-IWAE Bound | Oct 15, 2024 | Variational Inference | —Unverified | 0 |
| Variational Inference in Location-Scale Families: Exact Recovery of the Mean and Correlation Matrix | Oct 14, 2024 | Bayesian InferenceVariational Inference | CodeCode Available | 0 |
| Optimal lower bounds for logistic log-likelihoods | Oct 14, 2024 | Bayesian Inferenceregression | —Unverified | 0 |
| Stein Variational Evolution Strategies | Oct 14, 2024 | Variational Inference | —Unverified | 0 |
| On Divergence Measures for Training GFlowNets | Oct 12, 2024 | Causal DiscoveryDrug Discovery | —Unverified | 0 |
| Deterministic Fokker-Planck Transport -- With Applications to Sampling, Variational Inference, Kernel Mean Embeddings & Sequential Monte Carlo | Oct 11, 2024 | Density EstimationVariational Inference | —Unverified | 0 |
| Efficient Reinforcement Learning with Large Language Model Priors | Oct 10, 2024 | Bayesian InferenceDecision Making | —Unverified | 0 |
| Protect Before Generate: Error Correcting Codes within Discrete Deep Generative Models | Oct 10, 2024 | Variational Inference | —Unverified | 0 |
| Amortized Control of Continuous State Space Feynman-Kac Model for Irregular Time Series | Oct 8, 2024 | Computational EfficiencyIrregular Time Series | CodeCode Available | 1 |
| Pathwise Gradient Variance Reduction with Control Variates in Variational Inference | Oct 8, 2024 | Variational Inference | —Unverified | 0 |
| Bayesian Estimation and Tuning-Free Rank Detection for Probability Mass Function Tensors | Oct 8, 2024 | Computational EfficiencyMovie Recommendation | —Unverified | 0 |
