conftrace_

experimental design

89 papers

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Co-occurring keywords

causal inference (1630) active learning (1301) bayesian optimization (624) bayesian inference (1907) submodular optimization (261) optimal design (18) greedy algorithm (242) linear bandit (124) optimal experimental design (23) treatment effect (134)

Papers

Experimental Design on a Budget for Sparse Linear Models and Applications ICML 2016
Optimal Data Collection For Informative Rankings Expose Well-Connected Graphs JMLR 2014
Randomized Experimental Design for Causal Graph Discovery NIPS 2014
Bayesian Optimization with Inequality Constraints ICML 2014
A Framework for Testing Identifiability of Bayesian Models of Perception NIPS 2014
Near Optimal Bayesian Active Learning for Decision Making AISTATS 2014
Bayesian Inference and Online Experimental Design for Mapping Neural Microcircuits NIPS 2013
Active learning of neural response functions with Gaussian processes NIPS 2011
Parameter Screening and Optimisation for ILP using Designed Experiments JMLR 2011
Budgeted Optimization with Concurrent Stochastic-Duration Experiments NIPS 2011
Near-Optimal Bayesian Active Learning with Noisy Observations NIPS 2010
Adaptive Design Optimization in Experiments with People NIPS 2009
Robust Submodular Observation Selection JMLR 2008
Selecting Observations against Adversarial Objectives NIPS 2007