Search

Search Results

• On Controlling the Size of Clusters in Probabilistic Clustering

  Aditya Jitta, Arto Klami

  2018-04-29

• Unsupervised Domain Adaptation With Distribution Matching Machines

  Yue Cao, Mingsheng Long, Jianmin Wang

  2018-04-29

• Distributional Reinforcement Learning With Quantile Regression

  Will Dabney, Mark Rowland, Marc Bellemare, Rémi Munos

  2018-04-29

• No Modes Left Behind: Capturing the Data Distribution Effectively Using GANs

  Shashank Sharma, Vinay Namboodiri

  2018-04-29

• Tau-FPL: Tolerance-Constrained Learning in Linear Time

  Ao Zhang, Nan Li, Jian Pu, Jun Wang, Junchi Yan, Hongyuan Zha

  2018-04-29

• Decentralized High-Dimensional Bayesian Optimization With Factor Graphs

  Trong Nghia Hoang, Quang Minh Hoang, Ruofei Ouyang, Kian Hsiang Low

  2018-04-29

• Overlap-Robust Decision Boundary Learning for Within-Network Classification

  Sharad Nandanwar, M. N. Murty

  2018-04-29

• Gaussian Process Decentralized Data Fusion Meets Transfer Learning in Large-Scale Distributed Cooperative Perception

  Ruofei Ouyang, Kian Hsiang Low

  2018-04-29

• Automatic Parameter Tying: A New Approach for Regularized Parameter Learning in Markov Networks

  Li Chou, Pracheta Sahoo, Somdeb Sarkhel, Nicholas Ruozzi, Vibhav Gogate

  2018-04-29

• Wasserstein Distance Guided Representation Learning for Domain Adaptation

  Jian Shen, Yanru Qu, Weinan Zhang, Yong Yu

  2018-04-29

• DarkRank: Accelerating Deep Metric Learning via Cross Sample Similarities Transfer

  Yuntao Chen, Naiyan Wang, Zhaoxiang Zhang

  2018-04-29

• An End-to-End Deep Learning Architecture for Graph Classification

  Muhan Zhang, Zhicheng Cui, Marion Neumann, Yixin Chen

  2018-04-29

• Labeled Memory Networks for Online Model Adaptation

  Shiv Shankar, Sunita Sarawagi

  2018-04-29

• Beyond Link Prediction: Predicting Hyperlinks in Adjacency Space

  Muhan Zhang, Zhicheng Cui, Shali Jiang, Yixin Chen

  2018-04-29

• MDP-Based Cost Sensitive Classification Using Decision Trees

  Shlomi Maliah, Guy Shani

  2018-04-29

• A Parallelizable Acceleration Framework for Packing Linear Programs

  Palma London, Shai Vardi, Adam Wierman, Hanling Yi

  2018-04-29

• A Spherical Hidden Markov Model for Semantics-Rich Human Mobility Modeling

  Wanzheng Zhu, Chao Zhang, Shuochao Yao, Xiaobin Gao, Jiawei Han

  2018-04-29

• Spatio-Temporal Graph Convolution for Skeleton Based Action Recognition

  Chaolong Li, Zhen Cui, Wenming Zheng, Chunyan Xu, Jian Yang

  2018-04-29

• OptionGAN: Learning Joint Reward-Policy Options Using Generative Adversarial Inverse Reinforcement Learning

  Peter Henderson, Wei-Di Chang, Pierre-Luc Bacon, David Meger, Joelle Pineau, Doina Precup

  2018-04-29

• Efficient K-Shot Learning With Regularized Deep Networks

  Donghyun Yoo, Haoqi Fan, Vishnu Boddeti, Kris Kitani

  2018-04-29

• An Efficient, Expressive and Local Minima-Free Method for Learning Controlled Dynamical Systems

  Ahmed Hefny, Carlton Downey, Geoffrey Gordon

  2018-04-29

• Clustering Small Samples With Quality Guarantees: Adaptivity With One2all PPS

  Edith Cohen, Shiri Chechik, Haim Kaplan

  2018-04-29

• Deep Learning for Case-Based Reasoning Through Prototypes: A Neural Network That Explains Its Predictions

  Oscar Li, Hao Liu, Chaofan Chen, Cynthia Rudin

  2018-04-29

• Reinforced Multi-Label Image Classification by Exploring Curriculum

  Shiyi He, Chang Xu, Tianyu Guo, Chao Xu, Dacheng Tao

  2018-04-29

• Less-Forgetful Learning for Domain Expansion in Deep Neural Networks

  Heechul Jung, Jeongwoo Ju, Minju Jung, Junmo Kim

  2018-04-29