conftrace_

adaptive sampling

123 papers

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Co-occurring keywords

multi-armed bandit (1098) computational efficiency (362) markov chain monte carlo (725) sample complexity (1169) reinforcement learning (4352) variance reduction (523) diffusion model (3751) point cloud (1480) bayesian inference (1907) stochastic gradient descent (1091)

Papers

Gradient-based Sampling: An Adaptive Importance Sampling for Least-squares NIPS 2016
Adaptive Newton Method for Empirical Risk Minimization to Statistical Accuracy NIPS 2016
Starting Small - Learning with Adaptive Sample Sizes ICML 2016
Adaptive Sampling for SGD by Exploiting Side Information ICML 2016
Noise-Tolerant Life-Long Matrix Completion via Adaptive Sampling NIPS 2016
Graph Approximation and Clustering on a Budget AISTATS 2015
Column Selection via Adaptive Sampling NIPS 2015
Most Correlated Arms Identification COLT 2014
Adaptive Monte Carlo via Bandit Allocation ICML 2014
Kernel Adaptive Metropolis-Hastings ICML 2014
Adaptive Sampling for Large Scale Boosting JMLR 2014
Community Detection via Random and Adaptive Sampling COLT 2014
Learning to Top-K Search using Pairwise Comparisons AISTATS 2013
Adaptive Hamiltonian and Riemann Manifold Monte Carlo ICML 2013
Improving CUR Matrix Decomposition and the Nystrom Approximation via Adaptive Sampling JMLR 2013
Low-Rank Matrix and Tensor Completion via Adaptive Sampling NIPS 2013
Top-k Selection based on Adaptive Sampling of Noisy Preferences ICML 2013
Toward Optimal Stratification for Stratified Monte-Carlo Integration ICML 2013
Adaptive MCMC with Bayesian Optimization AISTATS 2012
Adaptive Stratified Sampling for Monte-Carlo integration of Differentiable functions NIPS 2012
Boosting with Maximum Adaptive Sampling NIPS 2011
Active Clustering: Robust and Efficient Hierarchical Clustering using Adaptively Selected Similarities AISTATS 2011
Deciphering subsampled data: adaptive compressive sampling as a principle of brain communication NIPS 2010