conftrace_

control variate

54 papers

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Co-occurring keywords

variance reduction (523) variational inference (2069) gradient estimation (150) federated learning (1333) gradient estimator (59) stochastic gradient descent (1091) stochastic optimization (1060) policy gradient (520) bayesian inference (1907) gradient variance (31)

Papers

Mind the Cost of Scaffold! Benign Clients May Even Become Accomplices of Backdoor Attack ICCV 2025
Covariate Shift Corrected Conditional Randomization Test NIPS 2024
SCAFFLSA: Taming Heterogeneity in Federated Linear Stochastic Approximation and TD Learning NIPS 2024
On Divergence Measures for Training GFlowNets NIPS 2024
Joint control variate for faster black-box variational inference AISTATS 2024
Linear Convergence of Black-Box Variational Inference: Should We Stick the Landing? AISTATS 2024
Federated Learning under Periodic Client Participation and Heterogeneous Data: A New Communication-Efficient Algorithm and Analysis NIPS 2024
When can Regression-Adjusted Control Variate Help? Rare Events, Sobolev Embedding and Minimax Optimality NIPS 2023
Meta-learning Control Variates: Variance Reduction with Limited Data UAI 2023
Doubly Robust Stein-Kernelized Monte Carlo Estimator: Simultaneous Bias-Variance Reduction and Supercanonical Convergence JMLR 2023
Vector-Valued Control Variates ICML 2023
SAGDA: Achieving $\mathcal{O}(\epsilon^{-2})$ Communication Complexity in Federated Min-Max Learning NIPS 2022
Toward More Effective Human Evaluation for Machine Translation ACL 2022
Gradient Estimation with Discrete Stein Operators NIPS 2022
A Quadrature Rule combining Control Variates and Adaptive Importance Sampling NIPS 2022
Double Control Variates for Gradient Estimation in Discrete Latent Variable Models AISTATS 2022
Control Variates for Slate Off-Policy Evaluation NIPS 2021
Variance Reduced Training with Stratified Sampling for Forecasting Models ICML 2021
Breaking the centralized barrier for cross-device federated learning NIPS 2021
Improving Hashing Algorithms for Similarity Search via MLE and the Control Variates Trick ACML 2021
Variance reduction in frequency estimators via control variates method UAI 2021
Stochastic Multi-Armed Bandits with Control Variates NIPS 2021
Amortized variance reduction for doubly stochastic objective UAI 2020
Optimal Variance Control of the Score-Function Gradient Estimator for Importance-Weighted Bounds NIPS 2020
A Rule for Gradient Estimator Selection, with an Application to Variational Inference AISTATS 2020