Summarizing Situational and Topical Information During Crises. Cost-sensitive Learning for Utility Optimization in Online Advertising Auctions. Finding Optimal Combination of Kernels using Genetic Programming. Learning in an Uncertain World: Representing Ambiguity Through Multiple Hypotheses. Introducing a Calculus of Effects and Handlers for Natur …

Neural Combinatorial Optimization with Reinforcement Learning. Deep Learning and Its Applications to Machine Health Monitoring: A Survey. Local Subspace-Based Outlier Detection using Global Neighbourhoods. Modeling cognitive deficits following neurodegenerative diseases and traumatic brain injuries with deep convolutional neural networks. SIFT Meet …

The Mythos of Model Interpretability. Understanding Probabilistic Sparse Gaussian Process Approximations. Structured Stochastic Linear Bandits. Social-sparsity brain decoders: faster spatial sparsity. Distributed Hessian-Free Optimization for Deep Neural Network. Reward Augmented Maximum Likelihood for Neural Structured Prediction. Finding the diff …