Effective Warm Start for the Online Actor-Critic Reinforcement Learning based mHealth Intervention. A Deformable Interface for Human Touch Recognition using Stretchable Carbon Nanotube Dielectric Elastomer Sensors and Deep Neural Networks. Deep Convolutional Neural Networks for Pairwise Causality. An Approach to One-Bit Compressed Sensing Based on …

Application of Multi-channel 3D-cube Successive Convolution Network for Convective Storm Nowcasting. A Morphology-aware Network for Morphological Disambiguation. An Empirical Analysis of Feature Engineering for Predictive Modeling. Recurrent neural networks with specialized word embeddings for health-domain named-entity recognition. CRF Autoencoder …

Learning Features from Co-occurrences: A Theoretical Analysis. Stochastic Feedback Control of Systems with Unknown Nonlinear Dynamics. Pseudo-labels for Supervised Learning on Dynamic Vision Sensor Data, Applied to Object Detection under Ego-motion. Meta Networks. Joint Blind Motion Deblurring and Depth Estimation of Light Field. Universal Denoisin …

Computationally and statistically efficient learning of causal Bayes nets using path queries. Sky detection and log illumination refinement for PDE-based hazy image contrast enhancement. Planar Object Tracking in the Wild: A Benchmark. X-View: Graph-Based Semantic Multi-View Localization. LSTM Networks for Data-Aware Remaining Time Prediction of Bu …

Probabilistic Generative Adversarial Networks. On the EM-Tau algorithm: a new EM-style algorithm with partial E-steps. A Frequency Domain Neural Network for Fast Image Super-resolution. CREST: Convolutional Residual Learning for Visual Tracking. SemEval-2017 Task 8: RumourEval: Determining rumour veracity and support for rumours. 3D Shape Classific …

Perishability of Data: Dynamic Pricing under Varying-Coefficient Models. A Neural Comprehensive Ranker (NCR) for Open-Domain Question Answering. Tuple-oriented Compression for Large-scale Mini-batch Stochastic Gradient Descent. Geometry of Factored Nuclear Norm Regularization. On the Suboptimality of Proximal Gradient Descent for $\ell^{0}$ Sparse …

Robust Causal Estimation in the Large-Sample Limit without Strict Faithfulness. Statistical Selection of CNN-Based Audiovisual Features for Instantaneous Estimation of Human Emotional States. Clingcon: The Next Generation. Deep Active Learning over the Long Tail. An Army of Me: Sockpuppets in Online Discussion Communities. Frequentist coverage and …

Determinantal Point Processes for Mini-Batch Diversification. Approximate Kernel-based Conditional Independence Tests for Fast Non-Parametric Causal Discovery. Joint Modeling of Event Sequence and Time Series with Attentional Twin Recurrent Neural Networks. Skepxels: Spatio-temporal Image Representation of Human Skeleton Joints for Action Recogniti …

Structural Connectome Validation Using Pairwise Classification. An a Priori Exponential Tail Bound for k-Folds Cross-Validation. Comparison of the Deep-Learning-Based Automated Segmentation Methods for the Head Sectioned Images of the Virtual Korean Human Project. Causal Discovery in the Presence of Measurement Error: Identifiability Conditions. Bi …

Stochastic Maximum Likelihood Optimization via Hypernetworks. The Power of Sparsity in Convolutional Neural Networks. Dynamic texture recognition using time-causal and time-recursive spatio-temporal receptive fields. On Detection of Faint Edges in Noisy Images. Evaluation of Automatic Video Captioning Using Direct Assessment. Rotation Adaptive Visu …

Weighted Data Normalization Based on Eigenvalues for Artificial Neural Network Classification. Soft Label Memorization-Generalization for Natural Language Inference. Feature-Guided Black-Box Safety Testing of Deep Neural Networks. Modeling the Resource Requirements of Convolutional Neural Networks on Mobile Devices. Multi-task Neural Networks for P …

Deep Structure for end-to-end inverse rendering. Causal Generative Neural Networks. Classification of MRI data using Deep Learning and Gaussian Process-based Model Selection. Fashioning with Networks: Neural Style Transfer to Design Clothes. Bi-Level Online Control without Regret. Texture Object Segmentation Based on Affine Invariant Texture Detect …

Runtime Analysis of the $(1+(λ,λ))$ Genetic Algorithm on Random Satisfiable 3-CNF Formulas. Identifying Nonlinear 1-Step Causal Influences in Presence of Latent Variables. Fast Causal Inference with Non-Random Missingness by Test-Wise Deletion. Compressive Sensing via Convolutional Factor Analysis. Parallelizing Linear Recurrent Neural Nets Over Se …

Accelerated Primal-Dual Proximal Block Coordinate Updating Methods for Constrained Convex Optimization. Dataset Augmentation in Feature Space. Proceedings of the 2017 AdKDD & TargetAd Workshop. Light Field Super-Resolution Via Graph-Based Regularization. Strawman: an Ensemble of Deep Bag-of-Ngrams for Sentiment Analysis. Optical Character Recogniti …