conftrace_

stochastic gradient ascent

7 papers

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Also known as

SGA

Co-occurring keywords

regret bound (1926) variational inference (2069) stochastic gradient (296) unbiased estimation (11) neural sde (1) submodular function (121) unbiased estimator (39) implicit model (35) gradient free method (1) frank-wolfe algorithm (107)

Papers

Score-Aware Policy-Gradient and Performance Guarantees using Local Lyapunov Stability JMLR 2025
An Efficient High-dimensional Gradient Estimator for Stochastic Differential Equations NIPS 2024
Randomized Stochastic Gradient Descent Ascent AISTATS 2022
A Scalable Gradient Free Method for Bayesian Experimental Design with Implicit Models AISTATS 2021
Online Continuous Submodular Maximization AISTATS 2018
Stochastic Submodular Maximization: The Case of Coverage Functions NIPS 2017
Variational Inference for Gaussian Process Models with Linear Complexity NIPS 2017