Survival Analysis

Paper Group AWR 120

October 21, 2019

Measuring LDA Topic Stability from Clusters of Replicated Runs. Multilingual Extractive Reading Comprehension by Runtime Machine Translation. Reasoning about Actions and State Changes by Injecting Commonsense Knowledge. What Makes Reading Comprehension Questions Easier?. GuideR: a guided separate-and-conquer rule learning in classification, regress …

Paper Group AWR 152

October 21, 2019

Beyond expectation: Deep joint mean and quantile regression for spatio-temporal problems. One Size Does Not Fit All: Generating and Evaluating Variable Number of Keyphrases. Generating More Interesting Responses in Neural Conversation Models with Distributional Constraints. Deep Continuous Clustering. Semi-Generative Modelling: Covariate-Shift Adap …

Paper Group AWR 153

October 21, 2019

Deep Recurrent Survival Analysis. SqueezeNext: Hardware-Aware Neural Network Design. Taking a Deeper Look at the Inverse Compositional Algorithm. Deep-Net: Deep Neural Network for Cyber Security Use Cases. PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud. Spatial-Temporal Person Re-identification. Learning-based Model Predict …

Paper Group AWR 155

October 21, 2019

Pros and Cons of GAN Evaluation Measures. Distributed linear regression by averaging. Revisiting differentially private linear regression: optimal and adaptive prediction & estimation in unbounded domain. A Simple Recurrent Unit with Reduced Tensor Product Representations. Regularization Learning Networks: Deep Learning for Tabular Datasets. Canoni …

Paper Group AWR 84

October 21, 2019

Fast and Accurate Tensor Completion with Total Variation Regularized Tensor Trains. Complex Unitary Recurrent Neural Networks using Scaled Cayley Transform. ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design. Toward Abstractive Summarization Using Semantic Representations. Familia: A Configurable Topic Modeling Framework for …

Paper Group AWR 92

October 21, 2019

The Matrix Calculus You Need For Deep Learning. Global-Locally Self-Attentive Dialogue State Tracker. SAFE: A Neural Survival Analysis Model for Fraud Early Detection. MesoNet: a Compact Facial Video Forgery Detection Network. Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning. Learning Compressed Transforms wi …

Paper Group ANR 59

October 20, 2019

Deep learning: Extrapolation tool for ab initio nuclear theory. Learning Traffic Flow Dynamics using Random Fields. A Machine Learning-based Recommendation System for Swaptions Strategies. Learning a Local Feature Descriptor for 3D LiDAR Scans. Position Estimation of Camera Based on Unsupervised Learning. Learning to Repair Software Vulnerabilities …

Paper Group AWR 230

October 20, 2019

Automated Curriculum Learning by Rewarding Temporally Rare Events. pair2vec: Compositional Word-Pair Embeddings for Cross-Sentence Inference. Efficient Bias-Span-Constrained Exploration-Exploitation in Reinforcement Learning. Cross-Domain 3D Equivariant Image Embeddings. Decentralized Computation Offloading for Multi-User Mobile Edge Computing: A D …

Paper Group AWR 316

October 20, 2019

Computation of optimal transport and related hedging problems via penalization and neural networks. Robust Neural Malware Detection Models for Emulation Sequence Learning. SqueezeFit: Label-aware dimensionality reduction by semidefinite programming. Cloud Detection From RGB Color Remote Sensing Images With Deep Pyramid Networks. Community Regulariz …

Paper Group ANR 206

October 19, 2019

Knowledge-enriched Two-layered Attention Network for Sentiment Analysis. Law and Adversarial Machine Learning. ClusterNet: 3D Instance Segmentation in RGB-D Images. Deep Discriminative Learning for Unsupervised Domain Adaptation. Knowledge Graph Embedding with Multiple Relation Projections. Cross-lingual Word Analogies using Linear Transformations …

Paper Group ANR 315

October 19, 2019

Bayesian Modeling via Goodness-of-fit. Teaching Syntax by Adversarial Distraction. Sentiment analysis for Arabic language: A brief survey of approaches and techniques. Complex Network Classification with Convolutional Neural Network. Reconstructing probabilistic trees of cellular differentiation from single-cell RNA-seq data. Embedding Push and Pul …

Paper Group ANR 432

October 18, 2019

Tri-axial Self-Attention for Concurrent Activity Recognition. Surface Networks via General Covers. State-Denoised Recurrent Neural Networks. Texture Segmentation Based Video Compression Using Convolutional Neural Networks. Q-Map: Clinical Concept Mining from Clinical Documents. Sparsity in Variational Autoencoders. Acquisition and use of knowledge …

Paper Group ANR 642

October 18, 2019

Experiments with Neural Networks for Small and Large Scale Authorship Verification. Rapid seismic domain transfer: Seismic velocity inversion and modeling using deep generative neural networks. Rapid Customization for Event Extraction. Adaptive Re-ranking of Deep Feature for Person Re-identification. Pronoun Translation in English-French Machine Tr …

Paper Group ANR 748

October 17, 2019

Perfusion parameter estimation using neural networks and data augmentation. Detail Preserving Depth Estimation from a Single Image Using Attention Guided Networks. Consistent Position Bias Estimation without Online Interventions for Learning-to-Rank. Visual Localization of Key Positions for Visually Impaired People. Learning Object Localization and …

Paper Group ANR 785

October 17, 2019

Co-occurrence of the Benford-like and Zipf Laws Arising from the Texts Representing Human and Artificial Languages. Deep Learning Approach for Predicting 30 Day Readmissions after Coronary Artery Bypass Graft Surgery. dynnode2vec: Scalable Dynamic Network Embedding. A Deep Latent-Variable Model Application to Select Treatment Intensity in Survival …

Paper Group ANR 786

October 17, 2019

Actively Avoiding Nonsense in Generative Models. Resisting Adversarial Attacks using Gaussian Mixture Variational Autoencoders. Joint Learning of Motion Estimation and Segmentation for Cardiac MR Image Sequences. Inference in Graded Bayesian Networks. An interpretable multiple kernel learning approach for the discovery of integrative cancer subtype …

Paper Group ANR 886

October 17, 2019

Multimodal Machine Learning for Automated ICD Coding. A Novel Extension to Fuzzy Connectivity for Body Composition Analysis: Applications in Thigh, Brain, and Whole Body Tissue Segmentation. Computer-Aided Knee Joint Magnetic Resonance Image Segmentation - A Survey. Tracking the Evolution of Words with Time-reflective Text Representations. Semantic …

Paper Group ANR 1006

October 16, 2019

Text Extraction and Retrieval from Smartphone Screenshots: Building a Repository for Life in Media. On the Sublinear Convergence of Randomly Perturbed Alternating Gradient Descent to Second Order Stationary Solutions. Emergence of Addictive Behaviors in Reinforcement Learning Agents. Your Actions or Your Associates? Predicting Certification and Dro …

Paper Group ANR 1007

October 16, 2019

Improving Breast Cancer Detection using Symmetry Information with Deep Learning. Beyond Structural Causal Models: Causal Constraints Models. Score Permutation Based Finite Sample Inference for Generalized AutoRegressive Conditional Heteroskedasticity (GARCH) Models. 3D Topology Optimization using Convolutional Neural Networks. 3D Global Convolution …

Paper Group ANR 1152

October 16, 2019

Directly and Efficiently Optimizing Prediction Error and AUC of Linear Classifiers. DeepMoTIon: Learning to Navigate Like Humans. End-to-end named entity extraction from speech. A Reinforcement Learning-driven Translation Model for Search-Oriented Conversational Systems. Receiver Operating Characteristic Curves and Confidence Bands for Support Vect …

Paper Group NANR 188

October 15, 2019

Adaptor Grammars for the Linguist: Word Segmentation Experiments for Very Low-Resource Languages. Ternary Twitter Sentiment Classification with Distant Supervision and Sentiment-Specific Word Embeddings. APLenty: annotation tool for creating high-quality datasets using active and proactive learning. From Chinese Word Segmentation to Extraction of C …