Parsimonious Online Learning with Kernels via Sparse Projections in
Function Space

Parsimonious Online Learning with Kernels via Sparse Projections in Function Space

13 December 2016

Garrett A. Warnell

Alejandro Ribeiro

Papers citing "Parsimonious Online Learning with Kernels via Sparse Projections in Function Space"

8 / 8 papers shown

Title
A Tensor Low-Rank Approximation for Value Functions in Multi-Task Reinforcement Learning Sergio Rozada Santiago Paternain J. Bazerque Antonio G. Marques 69 0 0 17 Jan 2025
Ahpatron: A New Budgeted Online Kernel Learning Machine with Tighter Mistake Bound Yun Liao Junfan Li Shizhong Liao Qinghua Hu Jianwu Dang 21 0 0 12 Dec 2023
QC-ODKLA: Quantized and Communication-Censored Online Decentralized Kernel Learning via Linearized ADMM Ping Xu Yue Wang Xiang Chen Zhi Tian 21 2 0 04 Aug 2022
Online, Informative MCMC Thinning with Kernelized Stein Discrepancy Cole Hawkins Alec Koppel Zheng-Wei Zhang 42 4 0 18 Jan 2022
Random Feature Approximation for Online Nonlinear Graph Topology Identification Rohan T. Money Joshin P. Krishnan B. Beferull-Lozano 29 9 0 19 Oct 2021
COKE: Communication-Censored Decentralized Kernel Learning Ping Xu Yue Wang Xiang Chen Z. Tian 15 20 0 28 Jan 2020
Nonparametric Stochastic Compositional Gradient Descent for Q-Learning in Continuous Markov Decision Problems Alec Koppel Ekaterina V. Tolstaya Ethan Stump Alejandro Ribeiro 25 21 0 19 Apr 2018
Decentralized Online Learning with Kernels Alec Koppel Santiago Paternain C. Richard Alejandro Ribeiro 24 51 0 11 Oct 2017