Aleatoric and Epistemic Uncertainty in Machine Learning: A Tutorial Introduction. AlgoNet: $C^\infty$ Smooth Algorithmic Neural Networks. Exploring Temporal Differences in 3D Convolutional Neural Networks. Convolutional Neural Networks: A Binocular Vision Perspective. Flexible Clustering with a Sparse Mixture of Generalized Hyperbolic Distributions …

A Deep-learning Approach for Prognosis of Age-Related Macular Degeneration Disease using SD-OCT Imaging Biomarkers. Numerically Recovering the Critical Points of a Deep Linear Autoencoder. A Comparative Survey of Recent Natural Language Interfaces for Databases. ChebNet: Efficient and Stable Constructions of Deep Neural Networks with Rectified Powe …

Relative Geometry-Aware Siamese Neural Network for 6DOF Camera Relocalization. Random Fourier Features via Fast Surrogate Leverage Weighted Sampling. Sparse optimal control of networks with multiplicative noise via policy gradient. Aggregation of pairwise comparisons with reduction of biases. From Language to Goals: Inverse Reinforcement Learning f …

The Computational Complexity of Fire Emblem Series and similar Tactical Role-Playing Games. 6D Object Pose Estimation without PnP. Weighed Domain-Invariant Representation Learning for Cross-domain Sentiment Analysis. Penalized regression via the restricted bridge estimator. Some machine learning schemes for high-dimensional nonlinear PDEs. Predicti …

The effects of neural resource constraints on early visual representations. lingvis.io - A Linguistic Visual Analytics Framework. Unsupervised Collaborative Learning of Keyframe Detection and Visual Odometry Towards Monocular Deep SLAM. A Case for Object Compositionality in Deep Generative Models of Images. Beyond Volumetric Albedo – A Surface Opt …