conftrace_

mini-batch sampling

9 papers

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Co-occurring keywords

stochastic gradient descent (1091) bayesian inference (1907) stochastic optimization (1060) batch training (7) acceptance test (1) poisson disk sampling (2) stochastic extragradient (6) renyi differential privacy (12) discretization error (7) average precision (27)

Papers

Differentially Private Stochastic Gradient Descent with Fixed-Size Minibatches: Tighter RDP Guarantees with or without Replacement NIPS 2024
Revisiting the Effects of Stochasticity for Hamiltonian Samplers ICML 2022
Finite-Sum Coupled Compositional Stochastic Optimization: Theory and Applications ICML 2022
Stochastic Extragradient: General Analysis and Improved Rates AISTATS 2022
On the Noisy Gradient Descent that Generalizes as SGD ICML 2020
Active Mini-Batch Sampling Using Repulsive Point Processes AAAI 2019
An Efficient Minibatch Acceptance Test for Metropolis-Hastings IJCAI 2018
Accelerated Doubly Stochastic Gradient Algorithm for Large-scale Empirical Risk Minimization IJCAI 2017
Approximate Slice Sampling for Bayesian Posterior Inference AISTATS 2014