cicyt UNIZAR

Learning

Authors and titles for recent submissions

[ total of 124 entries: 1-25 | 26-50 | 51-75 | 76-100 | 101-124 ]
[ showing 25 entries per page: fewer | more | all ]

Tue, 20 Mar 2018 (showing first 25 of 39 entries)

[1]  arXiv:1803.07067 [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)
[2]  arXiv:1803.07055 [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)
[3]  arXiv:1803.06952 [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)
[4]  arXiv:1803.06913 [pdf, ps, other]
Title: Newton: Gravitating Towards the Physical Limits of Crossbar Acceleration
Comments: 13 pages with Appendix
Subjects: Learning (cs.LG); Hardware Architecture (cs.AR)
[5]  arXiv:1803.06905 [pdf, other]
Title: TBD: Benchmarking and Analyzing Deep Neural Network Training
Subjects: Learning (cs.LG); Machine Learning (stat.ML)
[6]  arXiv:1803.06773 [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)
[7]  arXiv:1803.06727 [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)
[8]  arXiv:1803.06604 [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)
[9]  arXiv:1803.06589 [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)
[10]  arXiv:1803.06586 [pdf, other]
Title: Structural query-by-committee
Subjects: Learning (cs.LG); Machine Learning (stat.ML)
[11]  arXiv:1803.06585 [pdf, other]
Title: Learning Long Term Dependencies via Fourier Recurrent Units
Subjects: Learning (cs.LG); Machine Learning (stat.ML)
[12]  arXiv:1803.06567 [pdf, other]
Title: A Dual Approach to Scalable Verification of Deep Networks
Subjects: Learning (cs.LG); Machine Learning (stat.ML)
[13]  arXiv:1803.06561 [pdf, other]
Title: Multi-device, Multi-tenant Model Selection with GP-EI
Subjects: Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC); Machine Learning (stat.ML)
[14]  arXiv:1803.06521 [pdf, ps, other]
Title: Learning Mixtures of Product Distributions via Higher Multilinear Moments
Comments: 57 pages, comments welcome
Subjects: Learning (cs.LG); Computational Complexity (cs.CC); Data Structures and Algorithms (cs.DS); Machine Learning (stat.ML)
[15]  arXiv:1803.06453 [pdf, other]
Title: Constrained Deep Learning using Conditional Gradient and Applications in Computer Vision
Subjects: Learning (cs.LG); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (stat.ML)
[16]  arXiv:1803.06443 [pdf, other]
Title: Decentralization Meets Quantization
Subjects: Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC); Systems and Control (cs.SY); Machine Learning (stat.ML)
[17]  arXiv:1803.06396 [pdf, other]
Title: Reviving and Improving Recurrent Back-Propagation
Subjects: Learning (cs.LG); Machine Learning (stat.ML)
[18]  arXiv:1803.06386 [pdf]
Title: Forecasting Economics and Financial Time Series: ARIMA vs. LSTM
Comments: 19 pages, 2 figures, 1 diagram, 2 listings
Subjects: Learning (cs.LG); Machine Learning (stat.ML)
[19]  arXiv:1803.06373 [pdf, ps, other]
Title: Adversarial Logit Pairing
Comments: 10 pages
Subjects: Learning (cs.LG); Machine Learning (stat.ML)
[20]  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)
[21]  arXiv:1803.07043 (cross-list from math.OC) [pdf, other]
Title: Projective Splitting with Forward Steps: Asynchronous and Block-Iterative Operator Splitting
Subjects: Optimization and Control (math.OC); Learning (cs.LG)
[22]  arXiv:1803.06992 (cross-list from stat.ML) [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)
[23]  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)
[24]  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)
[25]  arXiv:1803.06975 (cross-list from cs.CR) [pdf, other]
Title: When Does Machine Learning FAIL? Generalized Transferability for Evasion and Poisoning Attacks
Subjects: Cryptography and Security (cs.CR); Learning (cs.LG)
[ total of 124 entries: 1-25 | 26-50 | 51-75 | 76-100 | 101-124 ]
[ showing 25 entries per page: fewer | more | all ]

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