Papers
On Dual Decomposition and Linear Programming Relaxations for Natural Language Processing
Alexander M. Rush, David Sontag, Michael Collins et al.
On Herding and the Perceptron Cycling Theorem
Andrew Gelfand, Yutian Chen, Laurens Maaten et al.
On Jointly Recognizing and Aligning Bilingual Named Entities
Yufeng Chen, Chengqing Zong, Keh-Yih Su
On Learning Subtypes of the Part-Whole Relation: Do Not Mix Your Seeds
Ashwin Ittoo, Gosse Bouma
On Learning with Integral Operators
Lorenzo Rosasco, Mikhail Belkin, Ernesto De Vito
Online Anomaly Detection under Adversarial Impact
Marius Kloft, Pavel Laskov
Online Classification with Specificity Constraints
Andrey Bernstein, Shie Mannor, Nahum Shimkin
Online Entropy-Based Model of Lexical Category Acquisition
Grzegorz Chrupała, Afra Alishahi
Online Generation of Locality Sensitive Hash Signatures
Benjamin Van Durme, Ashwin Lall
Online Learning for Interactive Statistical Machine Translation
Daniel Ortiz-Martínez, Ismael García-Varea, Francisco Casacuberta
Online Learning for Latent Dirichlet Allocation
Matthew Hoffman, Francis R. Bach, David M. Blei
Online Learning for Matrix Factorization and Sparse Coding
Julien Mairal, Francis Bach, Jean Ponce et al.
Online Learning in The Manifold of Low-Rank Matrices
Uri Shalit, Daphna Weinshall, Gal Chechik
Online Learning: Random Averages, Combinatorial Parameters, and Learnability
Alexander Rakhlin, Karthik Sridharan, Ambuj Tewari
Online Markov Decision Processes under Bandit Feedback
Gergely Neu, Andras Antos, András György et al.
Online Passive-Aggressive Algorithms on a Budget
Zhuang Wang, Slobodan Vucetic
On-Line Sequential Bin Packing
András György, Gábor Lugosi, György Ottucsà
On motion and force controllability of grasping hands with postural synergies
D. Pratichizzo, M. Malvezzi and A. Bicchi
On Over-fitting in Model Selection and Subsequent Selection Bias in Performance Evaluation
Gavin C. Cawley, Nicola L. C. Talbot
On Reverse Feature Engineering of Syntactic Tree Kernels
Daniele Pighin, Alessandro Moschitti
On Spectral Learning
Andreas Argyriou, Charles A. Micchelli, Massimiliano Pontil
On the Convergence Properties of Contrastive Divergence
Ilya Sutskever, Tijmen Tieleman
On the Convexity of Latent Social Network Inference
Seth Myers, Jure Leskovec