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Machine Learning

Authors and titles for recent submissions

[ total of 335 entries: 1-25 | 26-50 | 51-75 | 76-100 | ... | 326-335 ]
[ showing 25 entries per page: fewer | more | all ]

Thu, 22 Aug 2019 (showing first 25 of 61 entries)

[1]  arXiv:1908.08016 [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)
[2]  arXiv:1908.07978 [pdf, other]
Title: QCNN: Quantile Convolutional Neural Network
Subjects: Machine Learning (cs.LG); Computational Finance (q-fin.CP); Machine Learning (stat.ML)
[3]  arXiv:1908.07962 [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)
[4]  arXiv:1908.07896 [pdf, other]
Title: Enabling hyperparameter optimization in sequential autoencoders for spiking neural data
Comments: submitted to NeurIPS2019
Subjects: Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)
[5]  arXiv:1908.07885 [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)
[6]  arXiv:1908.07882 [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)
[7]  arXiv:1908.07873 [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)
[8]  arXiv:1908.07857 [pdf]
Title: Multi-hypothesis classifier
Subjects: Machine Learning (cs.LG)
[9]  arXiv:1908.07847 [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)
[10]  arXiv:1908.07842 [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)
[11]  arXiv:1908.07808 [pdf, other]
Title: Exploring Offline Policy Evaluation for the Continuous-Armed Bandit Problem
Subjects: Machine Learning (cs.LG); Machine Learning (stat.ML)
[12]  arXiv:1908.07782 [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)
[13]  arXiv:1908.07667 [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)
[14]  arXiv:1908.07643 [pdf, other]
Title: AdaCliP: Adaptive Clipping for Private SGD
Comments: 18 pages
Subjects: Machine Learning (cs.LG); Cryptography and Security (cs.CR); Machine Learning (stat.ML)
[15]  arXiv:1908.07630 [pdf, other]
Title: P2L: Predicting Transfer Learning for Images and Semantic Relations
Comments: 10 pages, 5 figures, 6 tables
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[16]  arXiv:1908.07587 [pdf, other]
Title: Developing Creative AI to Generate Sculptural Objects
Comments: In the Proceedings of International Symposium on Electronic Art (ISEA 2019)
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Graphics (cs.GR); Machine Learning (stat.ML)
[17]  arXiv:1908.07585 [pdf, ps, other]
Title: Fast-rate PAC-Bayes Generalization Bounds via Shifted Rademacher Processes
Comments: 18 pages
Subjects: Machine Learning (cs.LG); Statistics Theory (math.ST); Machine Learning (stat.ML)
[18]  arXiv:1908.07558 [pdf, other]
Title: Robust Graph Neural Network Against Poisoning Attacks via Transfer Learning
Comments: Preprint, under review
Subjects: Machine Learning (cs.LG); Cryptography and Security (cs.CR); Social and Information Networks (cs.SI); Machine Learning (stat.ML)
[19]  arXiv:1908.08026 (cross-list from cs.NE) [pdf, other]
Title: Refactoring Neural Networks for Verification
Subjects: Neural and Evolutionary Computing (cs.NE); Machine Learning (cs.LG); Software Engineering (cs.SE)
[20]  arXiv:1908.08024 (cross-list from q-bio.NC) [pdf, other]
Title: Mapping of Local and Global Synapses on Spiking Neuromorphic Hardware
Comments: 17 pages, 7 figures, published in 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE)
Subjects: Neurons and Cognition (q-bio.NC); Emerging Technologies (cs.ET); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)
[21]  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)
[22]  arXiv:1908.08019 (cross-list from cs.NE) [pdf, other]
Title: Spiking Neural Networks and Online Learning: An Overview and Perspectives
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[23]  arXiv:1908.08018 (cross-list from cs.NE) [pdf, other]
Title: Exploiting a Stimuli Encoding Scheme of Spiking Neural Networks for Stream Learning
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[24]  arXiv:1908.08015 (cross-list from cs.NE) [pdf, other]
Title: BGADAM: Boosting based Genetic-Evolutionary ADAM for Convolutional Neural Network Optimization
Subjects: Neural and Evolutionary Computing (cs.NE); Machine Learning (cs.LG)
[25]  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)
[ total of 335 entries: 1-25 | 26-50 | 51-75 | 76-100 | ... | 326-335 ]
[ showing 25 entries per page: fewer | more | all ]

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