Adaptive Sampling for Discovery

30 May 2022

Papers citing "Adaptive Sampling for Discovery"

11 / 11 papers shown

Title
Information Directed Sampling for Sparse Linear Bandits Botao Hao Tor Lattimore Wei Deng 48 19 0 29 May 2021
Active Sampling for Accelerated MRI with Low-Rank Tensors Zichang He Bo Zhao Zheng Zhang MedIm 42 5 0 23 Dec 2020
Low-Rank Generalized Linear Bandit Problems Yangyi Lu A. Meisami Ambuj Tewari 36 45 0 04 Jun 2020
Physics-Guided Machine Learning for Scientific Discovery: An Application in Simulating Lake Temperature Profiles X. Jia J. Willard Anuj Karpatne J. Read Jacob Aaron Zwart M. Steinbach Vipin Kumar AI4CE PINN 48 210 0 28 Jan 2020
An Information-Theoretic Analysis for Thompson Sampling with Many Actions Shi Dong Benjamin Van Roy 38 50 0 30 May 2018
Theory-guided Data Science: A New Paradigm for Scientific Discovery from Data Anuj Karpatne G. Atluri James H. Faghmous M. Steinbach A. Banerjee A. Ganguly Shashi Shekhar N. Samatova Vipin Kumar AI4CE 53 985 0 27 Dec 2016
Optimally Confident UCB: Improved Regret for Finite-Armed Bandits Tor Lattimore 63 46 0 28 Jul 2015
Learning to Optimize via Information-Directed Sampling Daniel Russo Benjamin Van Roy 158 282 0 21 Mar 2014
An Information-Theoretic Analysis of Thompson Sampling Daniel Russo Benjamin Van Roy 153 425 0 21 Mar 2014
Low-rank Matrix Completion using Alternating Minimization Prateek Jain Praneeth Netrapalli Sujay Sanghavi 215 1,065 0 03 Dec 2012
Nuclear norm penalization and optimal rates for noisy low rank matrix completion V. Koltchinskii Alexandre B. Tsybakov Karim Lounici 215 662 0 29 Nov 2010