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Active Learning

1,911 papers

Papers per year

4
20
39
156
120
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Papers

No Oops, You Won’t Do It Again: Mechanisms for Self-correction in Crowdsourcing ICML 2016
Online Stochastic Linear Optimization under One-bit Feedback ICML 2016
Actively Learning Hemimetrics with Applications to Eliciting User Preferences ICML 2016
PAC Lower Bounds and Efficient Algorithms for The Max K-Armed Bandit Problem ICML 2016
Anytime Exploration for Multi-armed Bandits using Confidence Information ICML 2016
The Knowledge Gradient for Sequential Decision Making with Stochastic Binary Feedbacks ICML 2016
Copeland Dueling Bandit Problem: Regret Lower Bound, Optimal Algorithm, and Computationally Efficient Algorithm ICML 2016
Contextual Combinatorial Cascading Bandits ICML 2016
Conservative Bandits ICML 2016
Pliable Rejection Sampling ICML 2016
The Label Complexity of Mixed-Initiative Classifier Training ICML 2016
Active and Semi-Supervised Learning in ASR: Benefits on the Acoustic and Language Models INTERSPEECH 2016
Minimizing Annotation Effort for Adaptation of Speech-Activity Detection Systems INTERSPEECH 2016
Model Adaptation and Active Learning in the BBN Speech Activity Detection System for the DARPA RATS Program INTERSPEECH 2016
Combinatorial Multi-Armed Bandit and Its Extension to Probabilistically Triggered Arms JMLR 2016
JCLAL: A Java Framework for Active Learning JMLR 2016
e-PAL: An Active Learning Approach to the Multi-Objective Optimization Problem JMLR 2016
Volumetric Spanners: An Efficient Exploration Basis for Learning JMLR 2016
A General Framework for Constrained Bayesian Optimization using Information-based Search JMLR 2016
Efficient and Parsimonious Agnostic Active Learning NIPS 2015
On-the-Job Learning with Bayesian Decision Theory NIPS 2015
Online Rank Elicitation for Plackett-Luce: A Dueling Bandits Approach NIPS 2015
An Active Learning Framework using Sparse-Graph Codes for Sparse Polynomials and Graph Sketching NIPS 2015
NEXT: A System for Real-World Development, Evaluation, and Application of Active Learning NIPS 2015
Copeland Dueling Bandits NIPS 2015