Papers
734 papers found
Efficient Sample Mining for Object Detection
Olivier Canevet, Francois Fleuret
Ensembles for Time Series Forecasting
Mariana Oliveira, Luis Torgo
Interval Insensitive Loss for Ordinal Classification
Kostiantyn Antoniuk, Vojtech Franc, Vaclav Hlavac
Learning with Augmented Multi-Instance View
Yue Zhu, Jianxin Wu, Yuan Jiang et al.
Online matrix prediction for sparse loss matrices
Ken-ichiro Moridomi, Kohei Hatano, Eiji Takimoto et al.
Online Passive Aggressive Active Learning and Its Applications
Jing Lu, Peilin Zhao, Steven Hoi
Ordinal Random Fields for Recommender Systems
Shaowu Liu, Truyen Tran, Gang Li
Polya-gamma augmentations for factor models
Arto Klami
Pseudo-reward Algorithms for Contextual Bandits with Linear Payoff Functions
Ku-Chun Chou, Hsuan-Tien Lin, Chao-Kai Chiang et al.
Quasi Newton Temporal Difference Learning
Arash Givchi, Maziar Palhang
Reinforcement learning with value advice
Mayank Daswani, Peter Sunehag, Marcus Hutter
Sample Distillation for Object Detection and Image Classification
Olivier Canevet, Leonidas Lefakis, Francois Fleuret
Sparse binary zero-sum games
David Auger, Jianlin Liu, Sylkvie Ruette et al.
Sparsity on Statistical Simplexes and Diversity in Social Ranking
Ke Sun, Hisham Mohamed, Stephane Marchand-Maillet
Structured Denoising Autoencoder for Fault Detection and Analysis
Takaaki Tagawa, Yukihiro Tadokoro, Takehisa Yairi
Support vector machines with indefinite kernels
Ibrahim Alabdulmohsin, Xin Gao, Xiangliang Zhang Zhang
Theoretical Analyses on Ensemble and Multiple Kernel Regressors
Akira Tanaka, Ichigaku Takigawa, Hideyuki Imai et al.
Towards Maximum Likelihood: Learning Undirected Graphical Models using Persistent Sequential Monte Carlo
Hanchen Xiong, Sandor Szedmak, Justus Piater
Variational Gaussian Inference for Bilinear Models of Count Data
Young-Jun Ko, Mohammad Khan
Accelerated Coordinate Descent with Adaptive Coordinate Frequencies
Tobias Glasmachers, Urun Dogan
Achievability of Asymptotic Minimax Regret in Online and Batch Prediction
Kazuho Watanabe, Teemu Roos, Petri Myllymäki
Active Sampling of Pairs and Points for Large-scale Linear Bipartite Ranking
Wei-Yuan Shen, Hsuan-Tien Lin
Aggregating Predictions via Sequential Mini-Trading
Mindika Premachandra, Mark Reid