Stream-based Online Active Learning in a Contextual Multi-Armed Bandit Framework. Best-Buddies Tracking. Online Training of an Opto-Electronic Reservoir Computer Applied to Real-Time Channel Equalisation. Short-term time series prediction using Hilbert space embeddings of autoregressive processes. Distributed Representations for Biological Sequence …

Deep Architectures for Face Attributes. The Great Time Series Classification Bake Off: An Experimental Evaluation of Recently Proposed Algorithms. Extended Version. Co-Occurrence Patterns in the Voynich Manuscript. Divide and Conquer Local Average Regression. Using inspiration from synaptic plasticity rules to optimize traffic flow in distributed e …

EEF: Exponentially Embedded Families with Class-Specific Features for Classification. Learning Models for Actions and Person-Object Interactions with Transfer to Question Answering. Modelling Interaction of Sentence Pair with coupled-LSTMs. Stability of Analytic Neural Networks with Event-triggered Synaptic Feedbacks. Optimal Generalized Decision T …

Domain Adaptation with Soft-margin multiple feature-kernel learning beats Deep Learning for surveillance face recognition. The CUDA LATCH Binary Descriptor: Because Sometimes Faster Means Better. Inducing Multilingual Text Analysis Tools Using Bidirectional Recurrent Neural Networks. Weakly Supervised Learning of Affordances. Machine Learned Resume …

Feasibility of Post-Editing Speech Transcriptions with a Mismatched Crowd. Dynamic Pricing with Demand Covariates. First Person Action-Object Detection with EgoNet. A Mid-level Video Representation based on Binary Descriptors: A Case Study for Pornography Detection. Learning camera viewpoint using CNN to improve 3D body pose estimation. Asymptotic …

NLP and Online Health Reports: What do we say and what do we mean?. Leveraging coreference to identify arms in medical abstracts: An experimental study. Hybrid methods for ICD-10 coding of death certificates. Learning Latent Local Conversation Modes for Predicting Comment Endorsement in Online Discussions. Jointly learning heterogeneous features fo …