Cardiac MRI Segmentation with Strong Anatomical Guarantees. A necessary and sufficient stability notion for adaptive generalization. Necessary and Sufficient Geometries for Gradient Methods. Adaptive Configuration Oracle for Online Portfolio Selection Methods. Group Retention when Using Machine Learning in Sequential Decision Making: the Interplay …

The iWildCam 2019 Challenge Dataset. The Bias-Expressivity Trade-off. ALOHA: Auxiliary Loss Optimization for Hypothesis Augmentation. Agent-based Vs Agent-less Sandbox for Dynamic Behavioral Analysis. Safe Policy Improvement with an Estimated Baseline Policy. Perception-Distortion Trade-off with Restricted Boltzmann Machines. Adversarial Samples on …

Guaranteed Validity for Empirical Approaches to Adaptive Data Analysis. NASA: Neural Articulated Shape Approximation. Deep Reinforcement Learning Based Dynamic Trajectory Control for UAV-assisted Mobile Edge Computing. Predicting dynamical system evolution with residual neural networks. Android Malware Detection Using Autoencoder. Gender Prediction …

Explainable AI: Deep Reinforcement Learning Agents for Residential Demand Side Cost Savings in Smart Grids. Neural Machine Reading Comprehension: Methods and Trends. Sparse Coding of Shape Trajectories for Facial Expression and Action Recognition. QuPWM: Feature Extraction Method for MEG Epileptic Spike Detection. An Actor-Critic-Attention Mechanis …

Fast Convolutional Dictionary Learning off the Grid. Learning review representations from user and product level information for spam detection. Machine Learning Techniques for Brand-Influencer Matchmaking on the Instagram Social Network. A critique of the DeepSec Platform for Security Analysis of Deep Learning Models. Generalized Rank Minimization …

m_y at SemEval-2019 Task 9: Exploring BERT for Suggestion Mining. Encoding Social Information with Graph Convolutional Networks forPolitical Perspective Detection in News Media. A Neural Multi-digraph Model for Chinese NER with Gazetteers. DeFusionNET: Defocus Blur Detection via Recurrently Fusing and Refining Multi-Scale Deep Features. Discourse- …