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ISSN: 2333-9721
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Computer Science

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Training a Restricted Boltzmann Machine for Classification by Labeling Model Samples

Malte Probst,Franz Rothlauf

Dependability Analysis of Control Systems using SystemC and Statistical Model Checking

Van Chan Ngo,Axel Legay,Jean Quilbeuf

On-the-Fly Learning in a Perpetual Learning Machine

Andrew J. R. Simpson

Humanoid Momentum Estimation Using Sensed Contact Wrenches

Nicholas Rotella,Alexander Herzog,Stefan Schaal,Ludovic Righetti

Heavy-tailed Independent Component Analysis

Joseph Anderson,Navin Goyal,Anupama Nandi,Luis Rademacher

Adverse Events in Robotic Surgery: A Retrospective Study of 14 Years of FDA Data

Homa Alemzadeh,Ravishankar K. Iyer,Zbigniew Kalbarczyk,Nancy Leveson,Jaishankar Raman

Fingerprinting-Based Positioning in Distributed Massive MIMO Systems

Vladimir Savic,Erik G. Larsson

Optimal Multi-Robot Path Planning on Graphs: Complete Algorithms and Effective Heuristics

Jingjin Yu,Steven M. LaValle

Semi-supervised Bootstrapping approach for Named Entity Recognition

S. Thenmalar,J. Balaji,T. V. Geetha

Statistical Inference, Learning and Models in Big Data

Beate Franke,Jean-Fran？ois Plante,Ribana Roscher,Annie Lee,Cathal Smyth,Armin Hatefi,Fuqi Chen,Einat Gil,Alex Schwing,Alessandro Selvitella,Michael M. Hoffman,Roger Grosse,Dieter Hendricks,Nancy Reid

Conducting sparse feature selection on arbitrarily long phrases in text corpora with a focus on interpretability

Luke Miratrix,Robin Ackerman

H-NND: A New Member of the In-Tree (IT) Clustering Family

Teng Qiu,Yongjie Li

Precise, Dynamic Information Flow for Database-Backed Applications

Jean Yang,Travis Hance,Thomas H. Austin,Armando Solar-Lezama,Cormac Flanagan,Stephen Chong

Deep Attributes from Context-Aware Regional Neural Codes

Jianwei Luo,Jianguo Li,Jun Wang,Zhiguo Jiang,Yurong Chen

A tree-based kernel for graphs with continuous attributes

Giovanni Da San Martino,Nicolò Navarin,Alessandro Sperduti

On the Linear Algebraic Structure of Distributed Word Representations

Lisa Seung-Yeon Lee

Sensor Selection by Linear Programming

Joseph Wang,Kirill Trapeznikov,Venkatesh Saligrama

Evaluating Prerequisite Qualities for Learning End-to-End Dialog Systems

Jesse Dodge,Andreea Gane,Xiang Zhang,Antoine Bordes,Sumit Chopra,Alexander Miller,Arthur Szlam,Jason Weston

Adaptive Agent-Based SCADA System

Hosny Abbas,Samir Shaheen,Mohammed Amin

BlackOut: Speeding up Recurrent Neural Network Language Models With Very Large Vocabularies

Shihao Ji,S. V. N. Vishwanathan,Nadathur Satish,Michael J. Anderson,Pradeep Dubey

Proximal Multitask Learning over Networks with Sparsity-inducing Coregularization

Roula Nassif,Cédric Richard,André Ferrari,Ali H. Sayed

Quantile Search: A Distance-Penalized Active Learning Algorithm for Spatial Sampling

John Lipor,Laura Balzano,Branko Kerkez,Don Scavia

Compression of Deep Neural Networks on the Fly

Guillaume Soulié,Vincent Gripon,Ma？lys Robert

Temporal Regularized Matrix Factorization

Hsiang-Fu Yu,Nikhil Rao,Inderjit S. Dhillon

Compressive spectral embedding: sidestepping the SVD

Dinesh Ramasamy,Upamanyu Madhow

A Semi-Supervised Method for Predicting Cancer Survival Using Incomplete Clinical Data

Hamid Reza Hassanzadeh,John H. Phan,May D. Wang

Maximum Likelihood Learning With Arbitrary Treewidth via Fast-Mixing Parameter Sets

Justin Domke

How to Formulate and Solve Statistical Recognition and Learning Problems

Michail Schlesinger,Evgeniy Vodolazskiy

Foundations of Coupled Nonlinear Dimensionality Reduction

Mehryar Mohri,Afshin Rostamizadeh,Dmitry Storcheus

Distributed Weighted Parameter Averaging for SVM Training on Big Data

Ayan Das,Sourangshu Bhattacharya

The Stan Math Library: Reverse-Mode Automatic Differentiation in C++

Bob Carpenter,Matthew D. Hoffman,Marcus Brubaker,Daniel Lee,Peter Li,Michael Betancourt

Multimodal Skip-gram Using Convolutional Pseudowords

Zachary Seymour,Yingming Li,Zhongfei Zhang

Models and Representations for Fractal Social Organizations

Arianit Pajaziti

Sherlock: Modeling Structured Knowledge in Images

Mohamed Elhoseiny,Scott Cohen,Walter Chang,Brian Price,Ahmed Elgammal

Learning Spanish dialects through Twitter

Bruno Gon？alves,David Sánchez

Latent Dirichlet Allocation Based Organisation of Broadcast Media Archives for Deep Neural Network Adaptation

Mortaza Doulaty,Oscar Saz,Raymond W. M. Ng,Thomas Hain

Transfer Learning for Speech and Language Processing

Dong Wang,Thomas Fang Zheng

Neural Variational Inference for Text Processing

Yishu Miao,Lei Yu,Phil Blunsom

Gaussian Mixture Embeddings for Multiple Word Prototypes

Xinchi Chen,Xipeng Qiu,Jingxiang Jiang,Xuanjing Huang

Low Cost Swarm Based Diligent Cargo Transit System

Harish K,Varadhan R,Anurag R M,Harmanpreet S

Combining Neural Networks and Log-linear Models to Improve Relation Extraction

Thien Huu Nguyen,Ralph Grishman

Developing and Comparing Single-arm and Dual-arm Regrasp

Weiwei Wan,Kensuke Harada

Quantitative Information Flow for Scheduler-Dependent Systems

Yusuke Kawamoto,Thomas Given-Wilson

An IMS DSL Developed at Ericsson

Pascal Potvin,Mario Bonja,Gordon Bailey,Pierre Busnel

Alternative structures for character-level RNNs

Piotr Bojanowski,Armand Joulin,Tomas Mikolov

Towards a Direct, By-Need Evaluator for Dependently Typed Languages

David M. Rogers

uIP Support for the Network Simulation Cradle

Michael Kirsche,Roman Kremmer

OMNeT++ and mosaik: Enabling Simulation of Smart Grid Communications

Jens Dede,Koojana Kuladinithi,Anna F？rster,Okko Nannen,Sebastian Lehnhoff

Full-Duplex Transceiver for Future Cellular Network: A Smart Antenna Approach

Chandan Pradhan,Garimella Rama Murthy

Optimum Traffic Allocation in Bundled Energy Efficient Ethernet Links

Miguel Rodríguez Pérez,Manuel Fernández Veiga,Sergio Herrería Alonso,Mariem Hmila,Cándido López García

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