Classification with Costly Features using Deep Reinforcement Learning

Classification with Costly Features using Deep Reinforcement Learning

20 November 2017

Jaromír Janisch

Papers citing "Classification with Costly Features using Deep Reinforcement Learning"

16 / 16 papers shown

Title
Robust Image Matching By Dynamic Feature Selection Hao Huang Jianchun Chen Xiang Li Lingjing Wang Yi Fang 75 3 0 13 Aug 2020
Rainbow: Combining Improvements in Deep Reinforcement Learning Matteo Hessel Joseph Modayil H. V. Hasselt Tom Schaul Georg Ostrovski Will Dabney Dan Horgan Bilal Piot M. G. Azar David Silver OffRL 72 2,255 0 06 Oct 2017
Adaptive Classification for Prediction Under a Budget Feng Nan Venkatesh Saligrama 54 62 0 26 May 2017
Pruning Random Forests for Prediction on a Budget Feng Nan Joseph Wang Venkatesh Saligrama 40 70 0 16 Jun 2016
Safe and Efficient Off-Policy Reinforcement Learning Rémi Munos T. Stepleton Anna Harutyunyan Marc G. Bellemare OffRL 97 611 0 08 Jun 2016
Asynchronous Methods for Deep Reinforcement Learning Volodymyr Mnih Adria Puigdomenech Badia M. Berk Mirza Alex Graves Timothy Lillicrap Tim Harley David Silver Koray Kavukcuoglu 136 8,805 0 04 Feb 2016
How to Discount Deep Reinforcement Learning: Towards New Dynamic Strategies Vincent François-Lavet R. Fonteneau D. Ernst 28 110 0 07 Dec 2015
Dueling Network Architectures for Deep Reinforcement Learning Ziyun Wang Tom Schaul Matteo Hessel H. V. Hasselt Marc Lanctot Nando de Freitas OffRL 50 3,742 0 20 Nov 2015
Efficient Learning by Directed Acyclic Graph For Resource Constrained Prediction Joseph Wang K. Trapeznikov Venkatesh Saligrama 23 49 0 26 Oct 2015
Deep Reinforcement Learning with Double Q-learning H. V. Hasselt A. Guez David Silver OffRL 73 7,590 0 22 Sep 2015
Continuous control with deep reinforcement learning Timothy Lillicrap Jonathan J. Hunt Alexander Pritzel N. Heess Tom Erez Yuval Tassa David Silver Daan Wierstra 107 13,174 0 09 Sep 2015
Feature-Budgeted Random Forest Feng Nan Joseph Wang Venkatesh Saligrama AI4TS 27 57 0 20 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 170 149,474 0 22 Dec 2014
Cost-Sensitive Tree of Classifiers Z. Xu Matt J. Kusner Kilian Q. Weinberger Minmin Chen 54 116 0 09 Oct 2012
The Greedy Miser: Learning under Test-time Budgets Z. Xu Kilian Q. Weinberger O. Chapelle 48 116 0 27 Jun 2012
Datum-Wise Classification: A Sequential Approach to Sparsity Gabriel Dulac-Arnold Ludovic Denoyer Philippe Preux Patrick Gallinari 44 55 0 29 Aug 2011