cicyt UNIZAR

Machine Learning

Authors and titles for recent submissions

[ total of 113 entries: 1-25 | 26-50 | 51-75 | 76-100 | 101-113 ]
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Tue, 20 Mar 2018 (showing first 25 of 42 entries)

[1]  arXiv:1803.06992 [pdf]
Title: Estimating the intrinsic dimension of datasets by a minimal neighborhood information
Comments: Scientific Reports 2017
Subjects: Machine Learning (stat.ML); Learning (cs.LG)
[2]  arXiv:1803.06971 [pdf, other]
Title: What Doubling Tricks Can and Can't Do for Multi-Armed Bandits
Authors: Lilian Besson (IETR), Emilie Kaufmann (SEQUEL, CNRS)
Subjects: Machine Learning (stat.ML); Learning (cs.LG); Statistics Theory (math.ST)
[3]  arXiv:1803.06969 [pdf, ps, other]
Title: Comparing Dynamics: Deep Neural Networks versus Glassy Systems
Comments: 5 figures
Subjects: Machine Learning (stat.ML); Disordered Systems and Neural Networks (cond-mat.dis-nn); Learning (cs.LG)
[4]  arXiv:1803.06959 [pdf, other]
Title: On the importance of single directions for generalization
Comments: ICLR 2018 conference paper
Subjects: Machine Learning (stat.ML); Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)
[5]  arXiv:1803.06852 [pdf, ps, other]
Title: Confounder Detection in High Dimensional Linear Models using First Moments of Spectral Measures
Subjects: Machine Learning (stat.ML); Learning (cs.LG)
[6]  arXiv:1803.06510 [pdf, other]
Title: Hidden Integrality of SDP Relaxation for Sub-Gaussian Mixture Models
Subjects: Machine Learning (stat.ML); Information Theory (cs.IT); Learning (cs.LG); Optimization and Control (math.OC); Statistics Theory (math.ST)
[7]  arXiv:1803.07068 (cross-list from cs.DC) [pdf, other]
Title: D$^2$: Decentralized Training over Decentralized Data
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Learning (cs.LG); Machine Learning (stat.ML)
[8]  arXiv:1803.07067 (cross-list from cs.LG) [pdf, other]
Title: Setting up a Reinforcement Learning Task with a Real-World Robot
Comments: Submitted to 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
Subjects: Learning (cs.LG); Artificial Intelligence (cs.AI); Robotics (cs.RO); Machine Learning (stat.ML)
[9]  arXiv:1803.07055 (cross-list from cs.LG) [pdf, other]
Title: Simple random search provides a competitive approach to reinforcement learning
Comments: 22 pages, 5 figures, 9 tables
Subjects: Learning (cs.LG); Artificial Intelligence (cs.AI); Optimization and Control (math.OC); Machine Learning (stat.ML)
[10]  arXiv:1803.07054 (cross-list from math.ST) [pdf, ps, other]
Title: Optimal link prediction with matrix logistic regression
Subjects: Statistics Theory (math.ST); Machine Learning (stat.ML)
[11]  arXiv:1803.06989 (cross-list from math.ST) [pdf, other]
Title: Numerical Integration on Graphs: where to sample and how to weigh
Subjects: Statistics Theory (math.ST); Learning (cs.LG); Numerical Analysis (math.NA); Machine Learning (stat.ML)
[12]  arXiv:1803.06978 (cross-list from cs.CV) [pdf, other]
Title: Improving Transferability of Adversarial Examples with Input Diversity
Comments: Submitted to ECCV 2018, code available at this https URL
Subjects: Computer Vision and Pattern Recognition (cs.CV); Learning (cs.LG); Machine Learning (stat.ML)
[13]  arXiv:1803.06952 (cross-list from cs.LG) [pdf, other]
Title: Asymmetric kernel in Gaussian Processes for learning target variance
Comments: Accepted in Pattern Recognition Letters, 2018
Subjects: Learning (cs.LG); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (stat.ML)
[14]  arXiv:1803.06917 (cross-list from q-fin.ST) [pdf, other]
Title: Universal features of price formation in financial markets: perspectives from Deep Learning
Subjects: Statistical Finance (q-fin.ST); Trading and Market Microstructure (q-fin.TR); Machine Learning (stat.ML)
[15]  arXiv:1803.06905 (cross-list from cs.LG) [pdf, other]
Title: TBD: Benchmarking and Analyzing Deep Neural Network Training
Subjects: Learning (cs.LG); Machine Learning (stat.ML)
[16]  arXiv:1803.06898 (cross-list from cs.CV) [pdf, other]
Title: A Mixture of Views Network with Applications to the Classification of Breast Microcalcifications
Subjects: Computer Vision and Pattern Recognition (cs.CV); Learning (cs.LG); Machine Learning (stat.ML)
[17]  arXiv:1803.06795 (cross-list from cs.CV) [pdf, other]
Title: Nonlocal Low-Rank Tensor Factor Analysis for Image Restoration
Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (stat.ML)
[18]  arXiv:1803.06773 (cross-list from cs.LG) [pdf, other]
Title: Composable Deep Reinforcement Learning for Robotic Manipulation
Comments: Videos: this https URL
Subjects: Learning (cs.LG); Artificial Intelligence (cs.AI); Robotics (cs.RO); Machine Learning (stat.ML)
[19]  arXiv:1803.06727 (cross-list from cs.LG) [pdf, other]
Title: Aggregating Strategies for Long-term Forecasting
Comments: 20 pages, 4 figures
Subjects: Learning (cs.LG); Probability (math.PR); Statistics Theory (math.ST); Machine Learning (stat.ML)
[20]  arXiv:1803.06716 (cross-list from math.ST) [pdf, ps, other]
Title: High Dimensional Linear Regression using Lattice Basis Reduction
Subjects: Statistics Theory (math.ST); Probability (math.PR); Machine Learning (stat.ML)
[21]  arXiv:1803.06675 (cross-list from stat.ME) [pdf, other]
Title: Rare Feature Selection in High Dimensions
Comments: 32 pages, 9 figures
Subjects: Methodology (stat.ME); Statistics Theory (math.ST); Computation (stat.CO); Machine Learning (stat.ML)
[22]  arXiv:1803.06604 (cross-list from cs.LG) [pdf, ps, other]
Title: A Robust AUC Maximization Framework with Simultaneous Outlier Detection and Feature Selection for Positive-Unlabeled Classification
Subjects: Learning (cs.LG); Machine Learning (stat.ML)
[23]  arXiv:1803.06589 (cross-list from cs.LG) [pdf]
Title: Early Hospital Mortality Prediction using Vital Signals
Comments: 8 page, 5 figures, Submitted to IEEE&ACM CHASE 2018
Subjects: Learning (cs.LG); Machine Learning (stat.ML)
[24]  arXiv:1803.06586 (cross-list from cs.LG) [pdf, other]
Title: Structural query-by-committee
Subjects: Learning (cs.LG); Machine Learning (stat.ML)
[25]  arXiv:1803.06585 (cross-list from cs.LG) [pdf, other]
Title: Learning Long Term Dependencies via Fourier Recurrent Units
Subjects: Learning (cs.LG); Machine Learning (stat.ML)
[ total of 113 entries: 1-25 | 26-50 | 51-75 | 76-100 | 101-113 ]
[ showing 25 entries per page: fewer | more | all ]

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