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Machine Learning

Authors and titles for recent submissions

[ total of 139 entries: 1-25 | 26-50 | 51-75 | 76-100 | ... | 126-139 ]
[ showing 25 entries per page: fewer | more | all ]

Thu, 23 Nov 2017 (showing first 25 of 30 entries)

[1]  arXiv:1711.08451 [pdf, ps, other]
Title: Causal nearest neighbor rules for optimal treatment regimes
Subjects: Machine Learning (stat.ML)
[2]  arXiv:1711.08426 [pdf, ps, other]
Title: Leverage Score Sampling for Faster Accelerated Regression and ERM
Subjects: Machine Learning (stat.ML); Learning (cs.LG); Optimization and Control (math.OC)
[3]  arXiv:1711.08392 [pdf, other]
Title: An Efficient ADMM Algorithm for Structural Break Detection in Multivariate Time Series
Comments: Accepted to the NIPS Time Series Workshop 2017
Subjects: Machine Learning (stat.ML)
[4]  arXiv:1711.08374 [pdf, ps, other]
Title: Variational Bayesian Inference For A Scale Mixture Of Normal Distributions Handling Missing Data
Subjects: Machine Learning (stat.ML)
[5]  arXiv:1711.08359 [pdf, ps, other]
Title: Riemannian tangent space mapping and elastic net regularization for cost-effective EEG markers of brain atrophy in Alzheimer's disease
Comments: Presented at NIPS 2017 Workshop on Machine Learning for Health
Subjects: Machine Learning (stat.ML); Signal Processing (eess.SP); Neurons and Cognition (q-bio.NC)
[6]  arXiv:1711.08247 [pdf, other]
Title: Decomposition Strategies for Constructive Preference Elicitation
Comments: Accepted at the Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-18)
Subjects: Machine Learning (stat.ML); Learning (cs.LG)
[7]  arXiv:1711.08244 [pdf, other]
Title: Adversarial Phenomenon in the Eyes of Bayesian Deep Learning
Comments: 13 pages, 7 figures
Subjects: Machine Learning (stat.ML); Learning (cs.LG)
[8]  arXiv:1711.08171 [pdf, other]
Title: Hypergraph $p$-Laplacian: A Differential Geometry View
Comments: Extended version of our AAAI-18 paper
Subjects: Machine Learning (stat.ML); Learning (cs.LG)
[9]  arXiv:1711.08160 [pdf, other]
Title: An Interpretable and Sparse Neural Network Model for Nonlinear Granger Causality Discovery
Comments: Accepted to the NIPS Time Series Workshop 2017
Subjects: Machine Learning (stat.ML)
[10]  arXiv:1711.08063 [pdf]
Title: Clonal analysis of newborn hippocampal dentate granule cell proliferation and development in temporal lobe epilepsy
Comments: 44 pages, 6 figures
Journal-ref: eNeuro. 2015;2(6):ENEURO.0087-15.2015. doi:10.1523/ENEURO.0087-15.2015
Subjects: Machine Learning (stat.ML); Neurons and Cognition (q-bio.NC)
[11]  arXiv:1711.08042 [pdf, ps, other]
Title: "I know it when I see it". Visualization and Intuitive Interpretability
Authors: Fabian Offert
Comments: Interpretable ML Symposium, 31st Conference on Neural Information Processing Systems (NIPS 2017), Long Beach, CA, USA
Subjects: Machine Learning (stat.ML)
[12]  arXiv:1711.08037 [pdf, ps, other]
Title: The Doctor Just Won't Accept That!
Comments: Presented at NIPS 2017 Interpretable ML Symposium
Subjects: Machine Learning (stat.ML)
[13]  arXiv:1711.08018 [pdf, other]
Title: Disagreement-based combinatorial pure exploration: Efficient algorithms and an analysis with localization
Subjects: Machine Learning (stat.ML); Learning (cs.LG)
[14]  arXiv:1711.08442 (cross-list from cs.LG) [pdf, other]
Title: From Monte Carlo to Las Vegas: Improving Restricted Boltzmann Machine Training Through Stopping Sets
Comments: AAAI2018, 10 Pages
Subjects: Learning (cs.LG); Machine Learning (stat.ML)
[15]  arXiv:1711.08421 (cross-list from cs.DS) [pdf, ps, other]
Title: Relief-Based Feature Selection: Introduction and Review
Comments: Submitted for publication, November 2017
Subjects: Data Structures and Algorithms (cs.DS); Learning (cs.LG); Machine Learning (stat.ML)
[16]  arXiv:1711.08413 (cross-list from cs.CV) [pdf]
Title: SolarisNet: A Deep Regression Network for Solar Radiation Prediction
Comments: Submitted to I2MTC 2018
Subjects: Computer Vision and Pattern Recognition (cs.CV); Applications (stat.AP); Machine Learning (stat.ML)
[17]  arXiv:1711.08364 (cross-list from cs.CV) [pdf, other]
Title: ForestHash: Semantic Hashing With Shallow Random Forests and Tiny Convolutional Networks
Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (stat.ML)
[18]  arXiv:1711.08352 (cross-list from cs.LG) [pdf, other]
Title: Likelihood Almost Free Inference Networks
Comments: arXiv admin note: text overlap with arXiv:1711.02255
Subjects: Learning (cs.LG); Machine Learning (stat.ML)
[19]  arXiv:1711.08337 (cross-list from cs.NE) [pdf, ps, other]
Title: Genetic Algorithms for Evolving Computer Chess Programs
Comments: Winner of Gold Award in 11th Annual "Humies" Awards for Human-Competitive Results. arXiv admin note: substantial text overlap with arXiv:1711.06840, arXiv:1711.06841, arXiv:1711.06839
Journal-ref: IEEE Transactions on Evolutionary Computation, Vol. 18, No. 5, pp. 779-789, September 2014
Subjects: Neural and Evolutionary Computing (cs.NE); Learning (cs.LG); Machine Learning (stat.ML)
[20]  arXiv:1711.08336 (cross-list from cs.CR) [pdf, other]
Title: DeepSign: Deep Learning for Automatic Malware Signature Generation and Classification
Comments: arXiv admin note: text overlap with arXiv:1207.0580 by other authors
Journal-ref: International Joint Conference on Neural Networks (IJCNN), pages 1-8, Killarney, Ireland, July 2015
Subjects: Cryptography and Security (cs.CR); Learning (cs.LG); Neural and Evolutionary Computing (cs.NE); Machine Learning (stat.ML)
[21]  arXiv:1711.08331 (cross-list from cs.LG) [pdf, other]
Title: Learning User Preferences to Incentivize Exploration in the Sharing Economy
Comments: Longer version of AAAI'18 paper. arXiv admin note: text overlap with arXiv:1702.02849
Subjects: Learning (cs.LG); Social and Information Networks (cs.SI); Machine Learning (stat.ML)
[22]  arXiv:1711.08330 (cross-list from cs.DB) [pdf, other]
Title: Adaptive Cardinality Estimation
Comments: 12 pages, 11 figures, 1 table
Subjects: Databases (cs.DB); Machine Learning (stat.ML)
[23]  arXiv:1711.08325 (cross-list from cs.LG) [pdf]
Title: Utilizing artificial neural networks to predict demand for weather-sensitive products at retail stores
Authors: Elham Taghizadeh
Subjects: Learning (cs.LG); Machine Learning (stat.ML)
[24]  arXiv:1711.08277 (cross-list from cs.CV) [pdf, other]
Title: Unleashing the Potential of CNNs for Interpretable Few-Shot Learning
Comments: Under review as a conference paper at ICLR 2018
Subjects: Computer Vision and Pattern Recognition (cs.CV); Learning (cs.LG); Machine Learning (stat.ML)
[25]  arXiv:1711.08267 (cross-list from cs.LG) [pdf, other]
Title: GraphGAN: Graph Representation Learning with Generative Adversarial Nets
Comments: The 32nd AAAI Conference on Artificial Intelligence (AAAI 2018), 8 pages
Subjects: Learning (cs.LG); Machine Learning (stat.ML)
[ total of 139 entries: 1-25 | 26-50 | 51-75 | 76-100 | ... | 126-139 ]
[ showing 25 entries per page: fewer | more | all ]

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