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Machine Learning

Authors and titles for recent submissions

[ total of 202 entries: 1-25 | 26-50 | 51-75 | 76-100 | ... | 201-202 ]
[ showing 25 entries per page: fewer | more | all ]

Thu, 22 Aug 2019 (showing first 25 of 29 entries)

[1]  arXiv:1908.07636 [pdf, other]
Title: How to gamble with non-stationary $\mathcal{X}$-armed bandits and have no regrets
Authors: Vakeriy Avanesov
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Statistics Theory (math.ST)
[2]  arXiv:1908.07607 [pdf, other]
Title: Automatic and Simultaneous Adjustment of Learning Rate and Momentum for Stochastic Gradient Descent
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Computation (stat.CO)
[3]  arXiv:1908.08021 (cross-list from cs.NE) [pdf, other]
Title: Reservoir-size dependent learning in analogue neural networks
Subjects: Neural and Evolutionary Computing (cs.NE); Emerging Technologies (cs.ET); Machine Learning (cs.LG); Machine Learning (stat.ML)
[4]  arXiv:1908.08016 (cross-list from cs.LG) [pdf, other]
Title: Testing Robustness Against Unforeseen Adversaries
Subjects: Machine Learning (cs.LG); Cryptography and Security (cs.CR); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (stat.ML)
[5]  arXiv:1908.08006 (cross-list from cs.NE) [pdf, other]
Title: Evolutionary Computation, Optimization and Learning Algorithms for Data Science
Comments: 40 pages, 6 figures
Subjects: Neural and Evolutionary Computing (cs.NE); Machine Learning (cs.LG); Machine Learning (stat.ML)
[6]  arXiv:1908.08005 (cross-list from cs.NE) [pdf, other]
Title: Consistent Feature Construction with Constrained Genetic Programming for Experimental Physics
Comments: Accepted in this version to CEC 2019
Journal-ref: Proceedings of 2019 IEEE Congress on Evolutionary Computation (CEC), Wellington, New Zealand, 2019, pp. 1650-1658
Subjects: Neural and Evolutionary Computing (cs.NE); Machine Learning (cs.LG); Machine Learning (stat.ML)
[7]  arXiv:1908.07980 (cross-list from math.OC) [pdf, other]
Title: A tree-based radial basis function method for noisy parallel surrogate optimization
Subjects: Optimization and Control (math.OC); Machine Learning (cs.LG); Machine Learning (stat.ML)
[8]  arXiv:1908.07978 (cross-list from cs.LG) [pdf, other]
Title: QCNN: Quantile Convolutional Neural Network
Subjects: Machine Learning (cs.LG); Computational Finance (q-fin.CP); Machine Learning (stat.ML)
[9]  arXiv:1908.07962 (cross-list from cs.LG) [pdf, other]
Title: Estimation of perceptual scales using ordinal embedding
Subjects: Machine Learning (cs.LG); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (stat.ML)
[10]  arXiv:1908.07885 (cross-list from cs.LG) [pdf, other]
Title: Representation Disentanglement for Multi-task Learning with application to Fetal Ultrasound
Subjects: Machine Learning (cs.LG); Image and Video Processing (eess.IV); Machine Learning (stat.ML)
[11]  arXiv:1908.07882 (cross-list from cs.LG) [pdf, other]
Title: Generalization in Generative Adversarial Networks: A Novel Perspective from Privacy Protection
Subjects: Machine Learning (cs.LG); Cryptography and Security (cs.CR); Machine Learning (stat.ML)
[12]  arXiv:1908.07873 (cross-list from cs.LG) [pdf, other]
Title: Federated Learning: Challenges, Methods, and Future Directions
Subjects: Machine Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC); Machine Learning (stat.ML)
[13]  arXiv:1908.07849 (cross-list from physics.geo-ph) [pdf, other]
Title: Semi-supervised Sequence Modeling for Elastic Impedance Inversion
Comments: A manuscript in Interpretation. arXiv admin note: text overlap with arXiv:1905.13412
Subjects: Geophysics (physics.geo-ph); Machine Learning (cs.LG); Signal Processing (eess.SP); Machine Learning (stat.ML)
[14]  arXiv:1908.07847 (cross-list from cs.LG) [pdf]
Title: CUDA optimized Neural Network predicts blood glucose control from quantified joint mobility and anthropometrics
Comments: 5 pages, 6 figures, conference paper: International Conference on Information System and Data Mining, published at this https URL
Subjects: Machine Learning (cs.LG); Quantitative Methods (q-bio.QM); Machine Learning (stat.ML)
[15]  arXiv:1908.07844 (cross-list from cs.CL) [pdf, ps, other]
Title: Similarity Learning for Authorship Verification in Social Media
Comments: 5 pages, 3 figures, 1 table, presented on ICASSP 2019 in Brighton, UK
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG); Machine Learning (stat.ML)
[16]  arXiv:1908.07842 (cross-list from cs.LG) [pdf, other]
Title: Real-time Person Re-identification at the Edge: A Mixed Precision Approach
Comments: This is a pre-print of an article published in International Conference on Image Analysis and Recognition (ICIAR 2019), Lecture Notes in Computer Science. The final authenticated version is available online at this https URL
Journal-ref: International Conference on Image Analysis and Recognition (ICIAR 2019), Lecture Notes in Computer Science
Subjects: Machine Learning (cs.LG); Machine Learning (stat.ML)
[17]  arXiv:1908.07832 (cross-list from cs.CL) [pdf, other]
Title: Parsimonious Morpheme Segmentation with an Application to Enriching Word Embeddings
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG); Machine Learning (stat.ML)
[18]  arXiv:1908.07808 (cross-list from cs.LG) [pdf, other]
Title: Exploring Offline Policy Evaluation for the Continuous-Armed Bandit Problem
Subjects: Machine Learning (cs.LG); Machine Learning (stat.ML)
[19]  arXiv:1908.07805 (cross-list from stat.AP) [pdf, other]
Title: Importance of spatial predictor variable selection in machine learning applications -- Moving from data reproduction to spatial prediction
Comments: under review in Ecological Modelling
Subjects: Applications (stat.AP); Machine Learning (cs.LG); Machine Learning (stat.ML)
[20]  arXiv:1908.07782 (cross-list from cs.LG) [pdf, other]
Title: Decentralized Federated Learning: A Segmented Gossip Approach
Comments: Accepted to the 1st International Workshop on Federated Machine Learning for User Privacy and Data Confidentiality (FML'19)
Subjects: Machine Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC); Networking and Internet Architecture (cs.NI); Machine Learning (stat.ML)
[21]  arXiv:1908.07725 (cross-list from math.NA) [pdf, other]
Title: Data-driven model reduction, Wiener projections, and the Mori-Zwanzig formalism
Authors: Kevin K. Lin, Fei Lu
Subjects: Numerical Analysis (math.NA); Computational Physics (physics.comp-ph); Machine Learning (stat.ML)
[22]  arXiv:1908.07667 (cross-list from cs.LG) [pdf, other]
Title: Denoising and Verification Cross-Layer Ensemble Against Black-box Adversarial Attacks
Subjects: Machine Learning (cs.LG); Cryptography and Security (cs.CR); Machine Learning (stat.ML)
[23]  arXiv:1908.07656 (cross-list from eess.AS) [pdf]
Title: Survey on Deep Neural Networks in Speech and Vision Systems
Subjects: Audio and Speech Processing (eess.AS); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE); Sound (cs.SD); Signal Processing (eess.SP); Machine Learning (stat.ML)
[24]  arXiv:1908.07653 (cross-list from cs.NI) [pdf, other]
Title: Understanding and Partitioning Mobile Traffic using Internet Activity Records Data -- A Spatiotemporal Approach
Comments: 2019 28th Wireless and Optical Communications Conference (WOCC)
Subjects: Networking and Internet Architecture (cs.NI); Machine Learning (cs.LG); Signal Processing (eess.SP); Machine Learning (stat.ML)
[25]  arXiv:1908.07644 (cross-list from cs.CV) [pdf, other]
Title: Saccader: Improving Accuracy of Hard Attention Models for Vision
Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Machine Learning (stat.ML)
[ total of 202 entries: 1-25 | 26-50 | 51-75 | 76-100 | ... | 201-202 ]
[ showing 25 entries per page: fewer | more | all ]

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