conftrace_

JMLR 2015

118 papers

The flare Package for High Dimensional Linear Regression and Precision Matrix Estimation in R

Xingguo Li, Tuo Zhao, Xiaoming Yuan, Han Liu

Introducing CURRENNT: The Munich Open-Source CUDA RecurREnt Neural Network Toolkit

Felix Weninger

AD3: Alternating Directions Dual Decomposition for MAP Inference in Graphical Models

André F. T. Martins, Mario A. T. Figueiredo, Pedro M. Q. Aguiar, Noah A. Smith, Eric P. Xing

A Classification Module for Genetic Programming Algorithms in JCLEC

Alberto Cano, José María Luna, Amelia Zafra, Sebastián Ventura

Iterative and Active Graph Clustering Using Trace Norm Minimization Without Cluster Size Constraints

Nir Ailon, Yudong Chen, Huan Xu

Network Granger Causality with Inherent Grouping Structure

Sumanta Basu, Ali Shojaie, George Michailidis

Composite Self-Concordant Minimization

Quoc Tran-Dinh, Anastasios Kyrillidis, Volkan Cevher

Geometric Intuition and Algorithms for Ev--SVM

Álvaro Barbero, Akiko Takeda, Jorge López

An Asynchronous Parallel Stochastic Coordinate Descent Algorithm

Ji Liu, Stephen J. Wright, Christopher Re, Victor Bittorf, Srikrishna Sridhar

Multimodal Gesture Recognition via Multiple Hypotheses Rescoring

Vassilis Pitsikalis, Athanasios Katsamanis, Stavros Theodorakis, Petros Maragos

Multi-layered Gesture Recognition with Kinect

Feng Jiang, Shengping Zhang, Shen Wu, Yang Gao, Debin Zhao

Learning Transformations for Clustering and Classification

Qiang Qiu, Guillermo Sapiro

Online Learning via Sequential Complexities

Alexander Rakhlin, Karthik Sridharan, Ambuj Tewari

SAMOA: Scalable Advanced Massive Online Analysis

Gianmarco De Francisci Morales, Albert Bifet

Links Between Multiplicity Automata, Observable Operator Models and Predictive State Representations -- a Unified Learning Framework

Michael Thon, Herbert Jaeger

Statistical Topological Data Analysis using Persistence Landscapes

Peter Bubenik

Simultaneous Pursuit of Sparseness and Rank Structures for Matrix Decomposition

Qi Yan, Jieping Ye, Xiaotong Shen

Statistical Decision Making for Optimal Budget Allocation in Crowd Labeling

Xi Chen, Qihang Lin, Dengyong Zhou