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Learning

Authors and titles for recent submissions

[ total of 205 entries: 1-25 | 26-50 | 51-75 | 76-100 | ... | 201-205 ]
[ showing 25 entries per page: fewer | more | all ]

Fri, 23 Feb 2018 (showing first 25 of 37 entries)

[1]  arXiv:1802.08235 [pdf, other]
Title: Vector Field Based Neural Networks
Comments: 6 pages, 5 figures. To appear in the Proceedings of the 26th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
Subjects: Learning (cs.LG); Artificial Intelligence (cs.AI); Machine Learning (stat.ML)
[2]  arXiv:1802.08232 [pdf, other]
Title: The Secret Sharer: Measuring Unintended Neural Network Memorization & Extracting Secrets
Subjects: Learning (cs.LG); Artificial Intelligence (cs.AI); Cryptography and Security (cs.CR)
[3]  arXiv:1802.08219 [pdf, other]
Title: Tensor Field Networks: Rotation- and Translation-Equivariant Neural Networks for 3D Point Clouds
Subjects: Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Neural and Evolutionary Computing (cs.NE)
[4]  arXiv:1802.08195 [pdf, other]
Title: Adversarial Examples that Fool both Human and Computer Vision
Subjects: Learning (cs.LG); Computer Vision and Pattern Recognition (cs.CV); Neurons and Cognition (q-bio.NC); Machine Learning (stat.ML)
[5]  arXiv:1802.08159 [pdf, other]
Title: Collaboratively Learning the Best Option, Using Bounded Memory
Subjects: Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC)
[6]  arXiv:1802.08054 [pdf, other]
Title: VBALD - Variational Bayesian Approximation of Log Determinants
Subjects: Learning (cs.LG); Information Theory (cs.IT)
[7]  arXiv:1802.08009 [pdf, ps, other]
Title: Iterate averaging as regularization for stochastic gradient descent
Subjects: Learning (cs.LG); Machine Learning (stat.ML)
[8]  arXiv:1802.07980 [pdf, ps, other]
Title: Learning to Route with Sparse Trajectory Sets---Extended Version
Subjects: Learning (cs.LG)
[9]  arXiv:1802.07971 [pdf, other]
Title: Robustness of classifiers to uniform $\ell\_p$ and Gaussian noise
Journal-ref: 21st International Conference on Artificial Intelligence and Statistics (AISTATS) 2018, Apr 2018, Playa Blanca, Spain. 2018, \&\#x3008;http://www.aistats.org/\&\#x3009
Subjects: Learning (cs.LG); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (stat.ML)
[10]  arXiv:1802.07945 [pdf]
Title: Actigraphy-based Sleep/Wake Pattern Detection using Convolutional Neural Networks
Subjects: Learning (cs.LG)
[11]  arXiv:1802.07917 [pdf, ps, other]
Title: Regional Multi-Armed Bandits
Comments: AISTATS 2018
Subjects: Learning (cs.LG); Machine Learning (stat.ML)
[12]  arXiv:1802.07895 [pdf, ps, other]
Title: Learning Mixtures of Linear Regressions with Nearly Optimal Complexity
Subjects: Learning (cs.LG)
[13]  arXiv:1802.07889 [pdf, ps, other]
Title: Entropy Rate Estimation for Markov Chains with Large State Space
Subjects: Learning (cs.LG); Statistics Theory (math.ST); Machine Learning (stat.ML)
[14]  arXiv:1802.07887 [pdf, other]
Title: Nonlinear Online Learning with Adaptive Nyström Approximation
Subjects: Learning (cs.LG)
[15]  arXiv:1802.07881 [pdf, other]
Title: Diversity regularization in deep ensembles
Comments: 6 pages
Subjects: Learning (cs.LG)
[16]  arXiv:1802.07877 [pdf, other]
Title: Pooling homogeneous ensembles to build heterogeneous ensembles
Subjects: Learning (cs.LG); Artificial Intelligence (cs.AI); Machine Learning (stat.ML)
[17]  arXiv:1802.07876 [pdf, other]
Title: Federated Meta-Learning for Recommendation
Subjects: Learning (cs.LG); Information Retrieval (cs.IR)
[18]  arXiv:1802.07833 [pdf, ps, other]
Title: Variational Inference for Policy Gradient
Authors: Tianbing Xu
Comments: 7 pages
Subjects: Learning (cs.LG); Artificial Intelligence (cs.AI); Machine Learning (stat.ML)
[19]  arXiv:1802.07814 [pdf, other]
Title: Learning to Explain: An Information-Theoretic Perspective on Model Interpretation
Subjects: Learning (cs.LG); Artificial Intelligence (cs.AI); Machine Learning (stat.ML)
[20]  arXiv:1802.07802 [pdf, other]
Title: Protecting Sensory Data against Sensitive Inferences
Comments: 6 pages
Subjects: Learning (cs.LG)
[21]  arXiv:1802.08246 (cross-list from stat.ML) [pdf, other]
Title: Characterizing Implicit Bias in Terms of Optimization Geometry
Subjects: Machine Learning (stat.ML); Learning (cs.LG)
[22]  arXiv:1802.08241 (cross-list from cs.CV) [pdf, other]
Title: Hessian-based Analysis of Large Batch Training and Robustness to Adversaries
Comments: 24 pages, 13 figures
Subjects: Computer Vision and Pattern Recognition (cs.CV); Learning (cs.LG); Machine Learning (stat.ML)
[23]  arXiv:1802.08183 (cross-list from stat.ML) [pdf, other]
Title: Projection-Free Online Optimization with Stochastic Gradient: From Convexity to Submodularity
Subjects: Machine Learning (stat.ML); Artificial Intelligence (cs.AI); Data Structures and Algorithms (cs.DS); Learning (cs.LG)
[24]  arXiv:1802.08154 (cross-list from eess.SP) [pdf, other]
Title: Sliding Bidirectional Recurrent Neural Networks for Sequence Detection in Communication Systems
Comments: accepted for publication in the proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2018. arXiv admin note: text overlap with arXiv:1802.02046 and arXiv:1705.08044
Subjects: Signal Processing (eess.SP); Information Theory (cs.IT); Learning (cs.LG)
[25]  arXiv:1802.08089 (cross-list from math.OC) [pdf, ps, other]
Title: Sampling as optimization in the space of measures: The Langevin dynamics as a composite optimization problem
Authors: Andre Wibisono
Comments: 44 pages
Subjects: Optimization and Control (math.OC); Information Theory (cs.IT); Learning (cs.LG); Machine Learning (stat.ML)
[ total of 205 entries: 1-25 | 26-50 | 51-75 | 76-100 | ... | 201-205 ]
[ showing 25 entries per page: fewer | more | all ]

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