Sciweavers

Share
9 search results - page 1 / 2
» ml 2016
Sort
View
FTPL
2016
45views more  FTPL 2016»
3 years 22 days ago
Nominal Game Semantics
We employ automata over infinite alphabets to capture the semantics of a finitary fragment of ML with ground-type references. Our approach is founded on game semantics, which all...
Andrzej S. Murawski, Nikos Tzevelekos
ML
2016
ACM
3 years 17 days ago
Spatio-temporal convolution kernels
We propose a novel class of kernels to identify tactical patterns in multi-trajectory data such as soccer games. Formally, we introduce a group of R-convolution kernels called Spa...
Konstantin Knauf, Daniel Memmert, Ulf Brefeld
CORR
2016
Springer
69views Education» more  CORR 2016»
3 years 24 days ago
ERBlox: Combining Matching Dependencies with Machine Learning for Entity Resolution
Abstract. Entity resolution (ER), an important and common data cleaning problem, is about detecting data duplicate representations for the same external entities, and merging them ...
Zeinab Bahmani, Leopoldo E. Bertossi, Nikolaos Vas...
CORR
2016
Springer
56views Education» more  CORR 2016»
3 years 24 days ago
Selecting Near-Optimal Learners via Incremental Data Allocation
We study a novel machine learning (ML) problem setting of sequentially allocating small subsets of training data amongst a large set of classifiers. The goal is to select a class...
Ashish Sabharwal, Horst Samulowitz, Gerald Tesauro
INDIASE
2016
ACM
3 years 20 days ago
Divergence Aware Automated Partitioning of OpenCL Workloads
Heterogeneous partitioning is a key step for efficient mapping and scheduling of data parallel applications on multi-core computing platforms involving both CPUs and GPUs. Over th...
Anirban Ghose, Soumyajit Dey, Pabitra Mitra, Maina...
books