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• Predicting Peer-to-Peer Loan Rates Using Bayesian Non-Linear Regression

  Zsolt Bitvai, Trevor Cohn

  2015-02-19

• On Vectorization of Deep Convolutional Neural Networks for Vision Tasks

  Jimmy Ren, Li Xu

  2015-02-18

• A Nonconvex Relaxation Approach for Rank Minimization Problems

  Xiaowei Zhong, Linli Xu, Yitan Li, Zhiyuan Liu, Enhong Chen

  2015-02-18

• Learning to Uncover Deep Musical Structure

  Phillip Kirlin, David Jensen

  2015-02-18

• Nonstationary Gaussian Process Regression for Evaluating Repeated Clinical Laboratory Tests

  Thomas Lasko

  2015-02-18

• Tensor-Based Learning for Predicting Stock Movements

  Qing Li, LiLing Jiang, Ping Li, Hsinchun Chen

  2015-02-18

• Verifying and Synthesising Multi-Agent Systems against One-Goal Strategy Logic Specifications

  Petr Čermák, Alessio Lomuscio, Aniello Murano

  2015-02-18

• Tractable Interval Temporal Propositional and Description Logics

  Alessandro Artale, Roman Kontchakov, Vladislav Ryzhikov, Michael Zakharyaschev

  2015-02-18

• Existential Rule Languages with Finite Chase: Complexity and Expressiveness

  Heng Zhang, Yan Zhang, Jia-Huai You

  2015-02-18

• Towards Tractable and Practical ABox Abduction over Inconsistent Description Logic Ontologies

  Jianfeng Du, Kewen Wang, Yi-Dong Shen

  2015-02-18

• Integration and Evaluation of a Matrix Factorization Sequencer in Large Commercial ITS

  Carlotta Schatten, Ruth Janning, Lars Schmidt-Thieme

  2015-02-16

• Efficient Benchmarking of Hyperparameter Optimizers via Surrogates

  Katharina Eggensperger, Frank Hutter, Holger Hoos, Kevin Leyton-Brown

  2015-02-16

• On the Impossibility of Convex Inference in Human Computation

  Nihar Shah, Dengyong Zhou

  2015-02-16

• Strategy-Proof and Efficient Kidney Exchange Using a Credit Mechanism

  Chen Hajaj, John Dickerson, Avinatan Hassidim, Tuomas Sandholm, David Sarne

  2015-02-16

• Voting Rules As Error-Correcting Codes

  Ariel Procaccia, Nisarg Shah, Yair Zick

  2015-02-16

• Transfer Learning-Based Co-Run Scheduling for Heterogeneous Datacenters

  Wei Kuang, Laura Brown, Zhenlin Wang

  2015-03-04

• Exploiting the Structure of Distributed Constraint Optimization Problems

  Ferdinando Fioretto

  2015-03-04

• Aggregating Electric Cars to Sustainable Virtual Power Plants: The Value of Flexibility in Future Electricity Markets

  Micha Kahlen, Wolfgang Ketter

  2015-02-10

• Energy Disaggregation via Learning Powerlets and Sparse Coding

  Ehsan Elhamifar, Shankar Sastry

  2015-02-10

• Extending Analogical Generalization with Near-Misses

  Matthew McLure, Scott Friedman, Kenneth Forbus

  2015-02-10

• DynaDiffuse: A Dynamic Diffusion Model for Continuous Time Constrained Influence Maximization

  Miao Xie, Qiusong Yang, Qing Wang, Gao Cong, Gerard Melo

  2015-02-09

• Sampling Representative Users from Large Social Networks

  Jie Tang, Chenhui Zhang, Keke Cai, Li Zhang, Zhong Su

  2015-02-09

• A Probabilistic Model for Bursty Topic Discovery in Microblogs

  Xiaohui Yan, Jiafeng Guo, Yanyan Lan, Jun Xu, Xueqi Cheng

  2015-02-09

• An EBMC-Based Approach to Selecting Types for Entity Filtering

  Jiwei Ding, Wentao Ding, Wei Hu, Yuzhong Qu

  2015-02-09

• Handling Owl:sameAs via Rewriting

  Boris Motik, Yavor Nenov, Robert Piro, Ian Horrocks

  2015-02-09