Papers
EigenGP: Gaussian Process Models with Adaptive Eigenfunctions
Hao Peng, Yuan Qi
Graph Invariant Kernels
Francesco Orsini, Paolo Frasconi, Luc De Raedt
Weakly Supervised Matrix Factorization for Noisily Tagged Image Parsing
Yulei Niu, Zhiwu Lu, Songfang Huang et al.
On the Runtime of Randomized Local Search and Simple Evolutionary Algorithms for Dynamic Makespan Scheduling
Frank Neumann, Carsten Witt
Inverse Reinforcement Learning in Relational Domains
Thibaut Munzer, Bilal Piot, Matthieu Geist et al.
Image Feature Learning for Cold Start Problem in Display Advertising
Kaixiang Mo, Bo Liu, Lei Xiao et al.
EntScene: Nonparametric Bayesian Temporal Segmentation of Videos Aimed at Entity-Driven Scene Detection
Adway Mitra, Chiranjib Bhattacharyya, Soma Biswas
Introspective Forecasting
Loizos Michael
Using A* for Inference in Probabilistic Classifier Chains
Deiner Mena, Elena Montañés, José Ramón Quevedo et al.
Optimizing Locally Linear Classifiers with Supervised Anchor Point Learning
Xue Mao, Zhouyu Fu, Ou Wu et al.
Between Imitation and Intention Learning
James MacGlashan, Michael L. Littman
Multi-Task Multi-Dimensional Hawkes Processes for Modeling Event Sequences
Dixin Luo, Hongteng Xu, Yi Zhen et al.
Robust Kernel Dictionary Learning Using a Whole Sequence Convergent Algorithm
Huaping Liu, Jie Qin, Hong Cheng et al.
Regularizing Flat Latent Variables with Hierarchical Structures
Rongcheng Lin, Huayu Li, Xiaojun Quan et al.
Density Corrected Sparse Recovery when R.I.P. Condition Is Broken
Ming Lin, Zhengzhong Lan, Alexander G. Hauptmann
Mixed Error Coding for Face Recognition with Mixed Occlusions
Ronghua Liang, Xiao-Xin Li
Word Embedding Revisited: A New Representation Learning and Explicit Matrix Factorization Perspective
Yitan Li, Linli Xu, Fei Tian et al.
Multi-Task Model and Feature Joint Learning
Ya Li, Xinmei Tian, Tongliang Liu et al.
Data Sparseness in Linear SVM
Xiang Li, Huaimin Wang, Bin Gu et al.
Symbol Acquisition for Probabilistic High-Level Planning
George Konidaris, Leslie Kaelbling, Tomas Lozano-Perez
Collaborative Place Models
Berk Kapicioglu, David S. Rosenberg, Robert E. Schapire et al.
Fast Cross-Validation for Incremental Learning
Pooria Joulani, Andras Gyorgy, Csaba Szepesvari
Robust Dictionary Learning with Capped l1-Norm
Wenhao Jiang, Feiping Nie, Heng Huang
Training-Time Optimization of a Budgeted Booster
Yi Huang, Brian Powers, Lev Reyzin