Volume 100; Issue 2-3

Machine Learning

Volume 100; Issue 2-3
3

Policy gradient in Lipschitz Markov Decision Processes

Pirotta, Matteo, Restelli, Marcello, Bascetta, Luca
Journal:
Machine Learning
Year:
2015
Language:
english
File:
PDF, 688 KB
english, 2015
4

A Bayesian approach for comparing cross-validated algorithms on multiple data sets

Corani, Giorgio, Benavoli, Alessio
Journal:
Machine Learning
Year:
2015
Language:
english
File:
PDF, 360 KB
english, 2015
5

Soft-max boosting

Geist, Matthieu
Journal:
Machine Learning
Year:
2015
Language:
english
File:
PDF, 3.42 MB
english, 2015
7

Learning relational dependency networks in hybrid domains

Ravkic, Irma, Ramon, Jan, Davis, Jesse
Journal:
Machine Learning
Year:
2015
Language:
english
File:
PDF, 865 KB
english, 2015
8

Consensus hashing

Leng, Cong, Cheng, Jian
Journal:
Machine Learning
Year:
2015
Language:
english
File:
PDF, 1.17 MB
english, 2015
9

Optimised probabilistic active learning (OPAL)

Krempl, Georg, Kottke, Daniel, Lemaire, Vincent
Journal:
Machine Learning
Year:
2015
Language:
english
File:
PDF, 3.95 MB
english, 2015
11

A decomposition of the outlier detection problem into a set of supervised learning problems

Paulheim, Heiko, Meusel, Robert
Journal:
Machine Learning
Year:
2015
Language:
english
File:
PDF, 1.84 MB
english, 2015
12

Regularized feature selection in reinforcement learning

Wookey, Dean S., Konidaris, George D.
Journal:
Machine Learning
Year:
2015
Language:
english
File:
PDF, 1.86 MB
english, 2015
13

Learning from evolving video streams in a multi-camera scenario

Khoshrou, Samaneh, Cardoso, Jaime S., Teixeira, Luís F.
Journal:
Machine Learning
Year:
2015
Language:
english
File:
PDF, 2.02 MB
english, 2015
16

Improving classification performance through selective instance completion

Dhurandhar, Amit, Sankaranarayanan, Karthik
Journal:
Machine Learning
Year:
2015
Language:
english
File:
PDF, 2.45 MB
english, 2015
17

Generalized gradient learning on time series

Jain, Brijnesh J.
Journal:
Machine Learning
Year:
2015
Language:
english
File:
PDF, 982 KB
english, 2015
18

Half-space mass: a maximally robust and efficient data depth method

Chen, Bo, Ting, Kai Ming, Washio, Takashi, Haffari, Gholamreza
Journal:
Machine Learning
Year:
2015
Language:
english
File:
PDF, 1.92 MB
english, 2015
19

Generalized Twin Gaussian processes using Sharma–Mittal divergence

Elhoseiny, Mohamed, Elgammal, Ahmed
Journal:
Machine Learning
Year:
2015
Language:
english
File:
PDF, 1.10 MB
english, 2015