conftrace_

information gain

93 papers

Explore in graph

Also known as

IG

Co-occurring keywords

bayesian optimization (624) gaussian process (1200) active learning (1301) bayesian inference (1907) reinforcement learning (4352) regret bound (1926) acquisition function (129) large language model (13587) partially observable markov decision process (178) black-box optimization (183)

Papers

On the Efficiency of Data Collection for Crowdsourced Classification IJCAI 2018
LightGBM: A Highly Efficient Gradient Boosting Decision Tree NIPS 2017
Near-optimal Bayesian Active Learning with Correlated and Noisy Tests AISTATS 2017
A General Framework for Constrained Bayesian Optimization using Information-based Search JMLR 2016
Information-Driven Adaptive Structured-Light Scanners CVPR 2016
The Next Best Underwater View CVPR 2016
Parallel Predictive Entropy Search for Batch Global Optimization of Expensive Objective Functions NIPS 2015
Entropy evaluation based on confidence intervals of frequency estimates : Application to the learning of decision trees ICML 2015
Two-Stage Focused Inference for Resource-Constrained Collision-Free Navigation RSS 2015
Learning to Optimize via Information-Directed Sampling NIPS 2014
Transfer Learning Decision Forests for Gesture Recognition JMLR 2014
Appearance-based Active, Monocular, Dense Reconstruction for Micro Aerial Vehicles RSS 2014
Predictive Entropy Search for Efficient Global Optimization of Black-box Functions NIPS 2014
Information-based learning by agents in unbounded state spaces NIPS 2014
Context-sensitive active sensing in humans NIPS 2013
Entropy Search for Information-Efficient Global Optimization JMLR 2012
SFO: A Toolbox for Submodular Function Optimization JMLR 2010
An Extensive Empirical Study of Feature Selection Metrics for Text Classification JMLR 2003