Explainable AI: Beware of Inmates Running the Asylum Or: How I Learnt to Stop Worrying and Love the Social and Behavioural Sciences. Image Captioning with Object Detection and Localization. Efficient Reinforcement Learning via Initial Pure Exploration. Discourse Structure in Machine Translation Evaluation. Learning Robust Visual-Semantic Embeddings …

Interpretable Apprenticeship Learning with Temporal Logic Specifications. Binarsity: a penalization for one-hot encoded features in linear supervised learning. A Learning-Based Approach for Lane Departure Warning Systems with a Personalized Driver Model. Fast Model Identification via Physics Engines for Data-Efficient Policy Search. Introspection: …

On Scalable Inference with Stochastic Gradient Descent. Single-Shot Clothing Category Recognition in Free-Configurations with Application to Autonomous Clothes Sorting. Preselection via Classification: A Case Study on Evolutionary Multiobjective Optimization. A Generally Applicable, Highly Scalable Measurement Computation and Optimization Approach …

Multi-class Semantic Segmentation of Skin Lesions via Fully Convolutional Networks. Eigenoption Discovery through the Deep Successor Representation. Evolutionary Multitasking for Multiobjective Continuous Optimization: Benchmark Problems, Performance Metrics and Baseline Results. Discovering Evolutionary Stepping Stones through Behavior Domination. …

Dimensionality reduction methods for molecular simulations. Multitask Learning using Task Clustering with Applications to Predictive Modeling and GWAS of Plant Varieties. A decentralized proximal-gradient method with network independent step-sizes and separated convergence rates. PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimizat …

Self-Taught Support Vector Machine. Gaussian Process Regression for Arctic Coastal Erosion Forecasting. Evaluating Noisy Optimisation Algorithms: First Hitting Time is Problematic. Privacy-Preserving Visual Learning Using Doubly Permuted Homomorphic Encryption. High-Quality Correspondence and Segmentation Estimation for Dual-Lens Smart-Phone Portra …

Sparse Coding on Stereo Video for Object Detection. A multi-branch convolutional neural network for detecting double JPEG compression. Towards Statistical Reasoning in Description Logics over Finite Domains (Full Version). Opinion Polarization by Learning from Social Feedback. Multilevel Modeling with Structured Penalties for Classification from Im …