Papers
2,737 papers found
Rates of convergence for the cluster tree
Kamalika Chaudhuri, Sanjoy Dasgupta
Learning Eigenvectors for Free
Wouter M. Koolen, Wojciech Kotlowski, Manfred K. Warmuth
Co-Training for Domain Adaptation
Minmin Chen, Kilian Q. Weinberger, John Blitzer
Structured Learning for Cell Tracking
Xinghua Lou, Fred A. Hamprecht
A Reinforcement Learning Theory for Homeostatic Regulation
Mehdi Keramati, Boris S. Gutkin
Statistical Tests for Optimization Efficiency
Levi Boyles, Anoop Korattikara, Deva Ramanan et al.
Noise Thresholds for Spectral Clustering
Sivaraman Balakrishnan, Min Xu, Akshay Krishnamurthy et al.
Pylon Model for Semantic Segmentation
Victor Lempitsky, Andrea Vedaldi, Andrew Zisserman
Proximal Newton-type methods for convex optimization
Jason Lee, Yuekai Sun, Michael Saunders
Fusion with Diffusion for Robust Visual Tracking
Yu Zhou, Xiang Bai, Wenyu Liu et al.
Symmetric Correspondence Topic Models for Multilingual Text Analysis
Kosuke Fukumasu, Koji Eguchi, Eric P. Xing
Monte Carlo Methods for Maximum Margin Supervised Topic Models
Qixia Jiang, Jun Zhu, Maosong Sun et al.
Random Utility Theory for Social Choice
Hossein Azari, David Parks, Lirong Xia
A Kernel Test for Three-Variable Interactions
Dino Sejdinovic, Arthur Gretton, Wicher Bergsma
Scalable Inference for Logistic-Normal Topic Models
Jianfei Chen, Jun Zhu, Zi Wang et al.
A Deep Architecture for Matching Short Texts
Zhengdong Lu, Hang Li
Online PCA for Contaminated Data
Jiashi Feng, Huan Xu, Shie Mannor et al.
Which Space Partitioning Tree to Use for Search?
Parikshit Ram, Alexander Gray
A New Convex Relaxation for Tensor Completion
Bernardino Romera-Paredes, Massimiliano Pontil
Actor-Critic Algorithms for Risk-Sensitive MDPs
Prashanth L.A., Mohammad Ghavamzadeh
Dynamic Rank Factor Model for Text Streams
Shaobo Han, Lin Du, Esther Salazar et al.
Deep Joint Task Learning for Generic Object Extraction
Xiaolong Wang, Liliang Zhang, Liang Lin et al.
A Wild Bootstrap for Degenerate Kernel Tests
Kacper P Chwialkowski, Dino Sejdinovic, Arthur Gretton
Incremental Clustering: The Case for Extra Clusters
Margareta Ackerman, Sanjoy Dasgupta
Metric Learning for Temporal Sequence Alignment
Damien Garreau, Rémi Lajugie, Sylvain Arlot et al.