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Variational Inference

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TitleStatusHype
SKID RAW: Skill Discovery from Raw Trajectories—0
Hamiltonian Policy Optimization in Reinforcement Learning—0
Improving Actor-Critic Reinforcement Learning via Hamiltonian Monte Carlo Method—0
Sparse Algorithms for Markovian Gaussian ProcessesCode0
Probabilistic Simplex Component Analysis—0
Sampling-free Variational Inference for Neural Networks with Multiplicative Activation Noise—0
FEW-SHOTLEARNING WITH WEAK SUPERVISION—0
Variational inference with a quantum computer—0
A variational inference framework for inverse problems—0
Less Suboptimal Learning and Control in Variational POMDPs—0
Monotonic Alpha-divergence Minimisation for Variational Inference—0
Lossless Compression using Continuously-Indexed Normalizing Flows—0
Moment-Based Variational Inference for Stochastic Differential Equations—0
Challenges and Opportunities in High-dimensional Variational Inference—0
Generative Particle Variational Inference via Estimation of Functional Gradients—0
Automated Creative Optimization for E-Commerce AdvertisingCode0
Hamiltonian Policy Optimization—0
Variational Laplace for Bayesian neural networks—0
An Easy to Interpret Diagnostic for Approximate Inference: Symmetric Divergence Over Simulations—0
Stochastic Aggregation in Graph Neural NetworksCode0
Stein Variational Gradient Descent: many-particle and long-time asymptotics—0
Automatic Feature Extraction for Heartbeat Anomaly DetectionCode0
Community Detection in Weighted Multilayer Networks with Ambient NoiseCode0
Quantifying Variational Approximation for the Log-Partition Function—0
Structured Dropout Variational Inference for Bayesian Neural Networks—0
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