conftrace_

geometric convergence

11 papers

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Co-occurring keywords

convex optimization (1321) variational inference (2069) stochastic gradient descent (1091) sparse recovery (113) neighbor gradient (1) neighbor sharing (1) local minimization (1) hidden markov model (302) gaussian mixture model (389) convergence rate (607)

Papers

Asymptotics of Alpha-Divergence Variational Inference Algorithms with Exponential Families NIPS 2024
Linear Convergence of Black-Box Variational Inference: Should We Stick the Landing? AISTATS 2024
Learning Linear Models Using Distributed Iterative Hessian Sketching L4DC 2022
Sketched Iterative Algorithms for Structured Generalized Linear Models IJCAI 2019
Overparameterized Nonlinear Learning: Gradient Descent Takes the Shortest Path? ICML 2019
Fast, Provably convergent IRLS Algorithm for p-norm Linear Regression NIPS 2019
Hamiltonian descent for composite objectives NIPS 2019
Theoretical guarantees for EM under misspecified Gaussian mixture models NIPS 2018
Statistical and Computational Guarantees for the Baum-Welch Algorithm JMLR 2017
Variance Reduced Stochastic Gradient Descent with Neighbors NIPS 2015
Phase Retrieval using Alternating Minimization NIPS 2013