Papers
Active Clustering: Robust and Efficient Hierarchical Clustering using Adaptively Selected Similarities
Brian Eriksson, Gautam Dasarathy, Aarti Singh et al.
Active dendrites: adaptation to spike-based communication
Balazs B. Ujfalussy, Máté Lengyel
Active Diagnosis under Persistent Noise with Unknown Noise Distribution: A Rank-Based Approach
Gowtham Bellala, Suresh Bhavnani, Clayton Scott
Active learning of neural response functions with Gaussian processes
Mijung Park, Greg Horwitz, Jonathan W. Pillow
Active Learning Strategies for Support Vector Machines, Application to Temporal Relation Classification
Seyed Abolghasem Mirroshandel, Gholamreza Ghassem-Sani, Alexis Nasr
Active Learning with Amazon Mechanical Turk
Florian Laws, Christian Scheible, Hinrich Schütze
Active Ranking using Pairwise Comparisons
Kevin G. Jamieson, Robert Nowak
A Cure for Variance Inflation in High Dimensional Kernel Principal Component Analysis
Trine Julie Abrahamsen, Lars Kai Hansen
Adapting Text instead of the Model: An Open Domain Approach
Gourab Kundu, Dan Roth
Adaptive Bandits: Towards the best history-dependent strategy
Maillard Odalric, Rémi Munos
Adaptive Density Level Set Clustering
Ingo Steinwart
Adaptive Exact Inference in Graphical Models
Özgür Sümer, Umut A. Acar, Alexander T. Ihler et al.
Adaptive Hedge
Tim V. Erven, Wouter M. Koolen, Steven D. Rooij et al.
Adaptive Subgradient Methods for Online Learning and Stochastic Optimization
John Duchi, Elad Hazan, Yoram Singer
Additive Gaussian Processes
David K. Duvenaud, Hannes Nickisch, Carl E. Rasmussen
A Denoising View of Matrix Completion
Weiran Wang, Miguel Á. Carreira-Perpiñán, Zhengdong Lu
A Discriminative Approach to Japanese Zero Anaphora Resolution with Large-scale Lexicalized Case Frames
Ryohei Sasano, Sadao Kurohashi
A Discriminative Model for Joint Morphological Disambiguation and Dependency Parsing
John Lee, Jason Naradowsky, David A. Smith
Adjoining Tree-to-String Translation
Yang Liu, Qun Liu, Yajuan Lü
Advice Refinement in Knowledge-Based SVMs
Gautam Kunapuli, Richard Maclin, Jude W. Shavlik
A Dynamic Relational Infinite Feature Model for Longitudinal Social Networks
James Foulds, Christopher DuBois, Arthur Asuncion et al.
A Family of Simple Non-Parametric Kernel Learning Algorithms
Jinfeng Zhuang, Ivor W. Tsang, Steven C.H. Hoi
A Fast, Accurate, Non-Projective, Semantically-Enriched Parser
Stephen Tratz, Eduard Hovy