Beyond Product Quantization: Deep Progressive Quantization for Image Retrieval. A Model to Search for Synthesizable Molecules. Binarized Knowledge Graph Embeddings. OpenBioLink: A benchmarking framework for large-scale biomedical link prediction. FastFusionNet: New State-of-the-Art for DAWNBench SQuAD. A Hitchhiker’s Guide to Statistical Comparison …

Separable Convolutional LSTMs for Faster Video Segmentation. Risk-Averse Action Selection Using Extreme Value Theory Estimates of the CVaR. Quantifying and Leveraging Classification Uncertainty for Chest Radiograph Assessment. An analysis of the cost of hyper-parameter selection via split-sample validation, with applications to penalized regression …

The University of Edinburgh’s Submissions to the WMT19 News Translation Task. A review on Neural Turing Machine. Finite-Sum Smooth Optimization with SARAH. A Learning Framework for Distribution-Based Game-Theoretic Solution Concepts. Common Mode Patterns for Supervised Tensor Subspace Learning. Robust Environmental Sound Recognition with Sparse Key …

Forecasting Granular Audience Size for Online Advertising. Robustness Certificates Against Adversarial Examples for ReLU Networks. WaLDORf: Wasteless Language-model Distillation On Reading-comprehension. Confederated Machine Learning on Horizontally and Vertically Separated Medical Data for Large-Scale Health System Intelligence. Fusion-supervised …

A-LINK: Recognizing Disguised Faces via Active Learning based Inter-Domain Knowledge. Capsule Graph Neural Network. A Persistent Weisfeiler–Lehman Procedure for Graph Classification. Graph Kernels Based on Linear Patterns: Theoretical and Experimental Comparisons. Selective Sparse Sampling for Fine-Grained Image Recognition. Comparing distributions …

bhanodaig at SemEval-2019 Task 6: Categorizing Offensive Language in social media. Exploiting Frame-Semantics and Frame-Semantic Parsing for Automatic Extraction of Typological Information from Descriptive Grammars of Natural Languages. Turning silver into gold: error-focused corpus reannotation with active learning. A Benchmark Corpus of English M …