conftrace_

importance sampling

318 papers

Explore in graph

Also known as

IS

Co-occurring keywords

off-policy evaluation (144) variational inference (2069) variance reduction (523) reinforcement learning (4352) markov chain monte carlo (725) bayesian inference (1907) stochastic optimization (1060) off-policy learning (228) monte carlo method (126) policy optimization (657)

Papers

SOPE: Spectrum of Off-Policy Estimators NIPS 2021
Variational refinement for importance sampling using the forward Kullback-Leibler divergence UAI 2021
Unbiased gradient estimation for variational auto-encoders using coupled Markov chains UAI 2021
Optimized auxiliary particle filters: adapting mixture proposals via convex optimization UAI 2021
Subgaussian and Differentiable Importance Sampling for Off-Policy Evaluation and Learning NIPS 2021
Improving black-box optimization in VAE latent space using decoder uncertainty NIPS 2021
Adversarial Robustness of Streaming Algorithms through Importance Sampling NIPS 2021
Faster & More Reliable Tuning of Neural Networks: Bayesian Optimization with Importance Sampling AISTATS 2021
Challenges and Opportunities in High Dimensional Variational Inference NIPS 2021
Finite-Sample Analysis of Off-Policy Natural Actor-Critic Algorithm ICML 2021
CARMS: Categorical-Antithetic-REINFORCE Multi-Sample Gradient Estimator NIPS 2021
Conformal Bayesian Computation NIPS 2021
On Sampling-Based Training Criteria for Neural Language Modeling INTERSPEECH 2021
Coresets for Clustering with Missing Values NIPS 2021
Nested Variational Inference NIPS 2021
A unified view of likelihood ratio and reparameterization gradients AISTATS 2021
Monte Carlo Filtering Objectives IJCAI 2021
Approximating a Distribution Using Weight Queries ICML 2021
A comparative study on sampling with replacement vs Poisson sampling in optimal subsampling AISTATS 2021
State Relevance for Off-Policy Evaluation ICML 2021
Gradient Descent in RKHS with Importance Labeling AISTATS 2021
Shadow Manifold Hamiltonian Monte Carlo AISTATS 2021
Deep Probabilistic Accelerated Evaluation: A Robust Certifiable Rare-Event Simulation Methodology for Black-Box Safety-Critical Systems AISTATS 2021
Optimal Off-Policy Evaluation from Multiple Logging Policies ICML 2021
NEO: Non Equilibrium Sampling on the Orbits of a Deterministic Transform NIPS 2021