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• Transferring Decomposed Tensors for Scalable Energy Breakdown Across Regions

  Nipun Batra, Yiling Jia, Hongning Wang, Kamin Whitehouse

  2018-04-25

• Variational BOLT: Approximate Learning in Factorial Hidden Markov Models With Application to Energy Disaggregation

  Henning Lange, Mario Berges

  2018-04-25

• Preventing Infectious Disease in Dynamic Populations Under Uncertainty

  Bryan Wilder, Sze-Chuan Suen, Milind Tambe

  2018-04-25

• Scalable Relaxations of Sparse Packing Constraints: Optimal Biocontrol in Predator-Prey Networks

  Johan Bjorck, Yiwei Bai, Xiaojian Wu, Yexiang Xue, Mark Whitmore, Carla Gomes

  2018-04-25

• Cellular Network Traffic Scheduling With Deep Reinforcement Learning

  Sandeep Chinchali, Pan Hu, Tianshu Chu, Manu Sharma, Manu Bansal, Rakesh Misra, Marco Pavone, Sachin Katti

  2018-04-25

• DeepUrbanMomentum: An Online Deep-Learning System for Short-Term Urban Mobility Prediction

  Renhe Jiang, Xuan Song, Zipei Fan, Tianqi Xia, Quanjun Chen, Satoshi Miyazawa, Ryosuke Shibasaki

  2018-04-25

• DyETC: Dynamic Electronic Toll Collection for Traffic Congestion Alleviation

  Haipeng Chen, Bo An, Guni Sharon, Josiah Hanna, Peter Stone, Chunyan Miao, Yeng Soh

  2018-04-25

• Optimal Spot-Checking for Improving Evaluation Accuracy of Peer Grading Systems

  Wanyuan Wang, Bo An, Yichuan Jiang

  2018-04-25

• Multi-Entity Dependence Learning With Rich Context via Conditional Variational Auto-Encoder

  Luming Tang, Yexiang Xue, Di Chen, Carla Gomes

  2018-04-25

• Computation Error Analysis of Block Floating Point Arithmetic Oriented Convolution Neural Network Accelerator Design

  Zhourui Song, Zhenyu Liu, Dongsheng Wang

  2018-04-25

• Maximizing Activity in Ising Networks via the TAP Approximation

  Christopher Lynn, Daniel Lee

  2018-04-25

• Complex Sequential Question Answering: Towards Learning to Converse Over Linked Question Answer Pairs with a Knowledge Graph

  Amrita Saha, Vardaan Pahuja, Mitesh Khapra, Karthik Sankaranarayanan, Sarath Chandar

  2018-04-25

• Towards Building Large Scale Multimodal Domain-Aware Conversation Systems

  Amrita Saha, Mitesh Khapra, Karthik Sankaranarayanan

  2018-04-25

• Style Transfer in Text: Exploration and Evaluation

  Zhenxin Fu, Xiaoye Tan, Nanyun Peng, Dongyan Zhao, Rui Yan

  2018-04-25

• Learning From Unannotated QA Pairs to Analogically Disambiguate and Answer Questions

  Maxwell Crouse, Clifton McFate, Kenneth Forbus

  2018-04-25

• Action Recognition From Skeleton Data via Analogical Generalization Over Qualitative Representations

  Kezhen Chen, Kenneth Forbus

  2018-04-25

• HAN: Hierarchical Association Network for Computing Semantic Relatedness

  Xiaolong Gong, Hao Xu, Linpeng Huang

  2018-04-25

• Glass-Box Program Synthesis: A Machine Learning Approach

  Konstantina Christakopoulou, Adam Kalai

  2018-04-25

• Emotional Chatting Machine: Emotional Conversation Generation with Internal and External Memory

  Hao Zhou, Minlie Huang, Tianyang Zhang, Xiaoyan Zhu, Bing Liu

  2018-04-25

• Explicit Reasoning over End-to-End Neural Architectures for Visual Question Answering

  Somak Aditya, Yezhou Yang, Chitta Baral

  2018-04-25

• The Structural Affinity Method for Solving the Raven's Progressive Matrices Test for Intelligence

  Snejana Shegheva, Ashok Goel

  2018-04-25

• Expected Utility with Relative Loss Reduction: A Unifying Decision Model for Resolving Four Well-Known Paradoxes

  Wenjun Ma, Yuncheng Jiang, Weiru Liu, Xudong Luo, Kevin McAreavey

  2018-04-25

• RUBER: An Unsupervised Method for Automatic Evaluation of Open-Domain Dialog Systems

  Chongyang Tao, Lili Mou, Dongyan Zhao, Rui Yan

  2018-04-25

• Learning Nonlinear Dynamics in Efficient, Balanced Spiking Networks Using Local Plasticity Rules

  Alireza Alemi, Christian Machens, Sophie Deneve, Jean-Jacques Slotine

  2018-04-25

• Perceiving, Learning, and Recognizing 3D Objects: An Approach to Cognitive Service Robots

  S. Kasaei, Juil Sock, Luis Seabra Lopes, Ana Maria Tome, Tae-Kyun Kim

  2018-04-25