Recommendation Systems

Paper Group ANR 735

Paper Group ANR 735

July 27, 2019

Structure Learning of $H$-colorings. Monocular Navigation in Large Scale Dynamic Environments. Pyramidal Gradient Matching for Optical Flow Estimation. Crowdsourcing Predictors of Residential Electric Energy Usage. On Quadratic Convergence of DC Proximal Newton Algorithm for Nonconvex Sparse Learning in High Dimensions. Ensemble Classifier for Eye …
Paper Group ANR 740

Paper Group ANR 740

July 27, 2019

Content-Based Image Retrieval Based on Late Fusion of Binary and Local Descriptors. On overfitting and asymptotic bias in batch reinforcement learning with partial observability. Development of JavaScript-based deep learning platform and application to distributed training. Meta-Learning for Resampling Recommendation Systems. Analysing Soccer Games …
Paper Group ANR 749

Paper Group ANR 749

July 27, 2019

A Lightweight Regression Method to Infer Psycholinguistic Properties for Brazilian Portuguese. Best Practices in Convolutional Networks for Forward-Looking Sonar Image Recognition. A Semantic QA-Based Approach for Text Summarization Evaluation. Bridging Saliency Detection to Weakly Supervised Object Detection Based on Self-paced Curriculum Learning …
Paper Group ANR 752

Paper Group ANR 752

July 27, 2019

Communication-Optimal Distributed Clustering. Query expansion techniques for information retrieval: A survey. Goal-Driven Dynamics Learning via Bayesian Optimization. Deep Triphone Embedding Improves Phoneme Recognition. Ideological Sublations: Resolution of Dialectic in Population-based Optimization. Saliency-based Sequential Image Attention with …
Paper Group ANR 760

Paper Group ANR 760

July 26, 2019

A Comparison of Reinforcement Learning Techniques for Fuzzy Cloud Auto-Scaling. Towards Proving the Adversarial Robustness of Deep Neural Networks. Combining Representation Learning with Logic for Language Processing. Controlling Physical Attributes in GAN-Accelerated Simulation of Electromagnetic Calorimeters. An ELU Network with Total Variation f …
Paper Group ANR 762

Paper Group ANR 762

July 26, 2019

From Task Classification Towards Similarity Measures for Recommendation in Crowdsourcing Systems. A First Step in Combining Cognitive Event Features and Natural Language Representations to Predict Emotions. Krylov Subspace Recycling for Fast Iterative Least-Squares in Machine Learning. Beyond Parity: Fairness Objectives for Collaborative Filtering. …
Paper Group ANR 764

Paper Group ANR 764

July 26, 2019

Bayer Demosaicking Using Optimized Mean Curvature over RGB channels. Discriminative Transfer Learning for General Image Restoration. Algebraic Variety Models for High-Rank Matrix Completion. Automatic Liver Lesion Detection using Cascaded Deep Residual Networks. Glass-Box Program Synthesis: A Machine Learning Approach. LoopInvGen: A Loop Invariant …
Paper Group ANR 766

Paper Group ANR 766

July 26, 2019

Mitigating the Curse of Correlation in Security Games by Entropy Maximization. A deep learning approach to diabetic blood glucose prediction. Price and Profit Awareness in Recommender Systems. A Minimal Span-Based Neural Constituency Parser. A Real-time Hand Gesture Recognition and Human-Computer Interaction System. Deep representation learning for …
Paper Group ANR 767

Paper Group ANR 767

July 26, 2019

HANDY: A Hybrid Association Rules Mining Approach for Network Layer Discovery of Services for Mobile Ad hoc Network. Deep Bilateral Learning for Real-Time Image Enhancement. Extensions of Morse-Smale Regression with Application to Actuarial Science. A Multi-view RGB-D Approach for Human Pose Estimation in Operating Rooms. Prior-aware Dual Decomposi …
Paper Group ANR 780

Paper Group ANR 780

July 26, 2019

Bayes-Optimal Entropy Pursuit for Active Choice-Based Preference Learning. Comparison of Time-Frequency Representations for Environmental Sound Classification using Convolutional Neural Networks. Comparing Neural and Attractiveness-based Visual Features for Artwork Recommendation. Recommendation with k-anonymized Ratings. An Actor-Critic Contextual …
Paper Group ANR 785

Paper Group ANR 785

July 26, 2019

Stochastic Cubic Regularization for Fast Nonconvex Optimization. Completing a joint PMF from projections: a low-rank coupled tensor factorization approach. Data-Efficient Reinforcement Learning with Probabilistic Model Predictive Control. Model Extraction Warning in MLaaS Paradigm. Max-Margin Invariant Features from Transformed Unlabeled Data. A Te …
Paper Group NANR 123

Paper Group NANR 123

July 26, 2019

Tracing armed conflicts with diachronic word embedding models. North-S'ami to Finnish rule-based machine translation system. Excess Risk Bounds for the Bayes Risk using Variational Inference in Latent Gaussian Models. Proceedings of the First Workshop on Language Grounding for Robotics. Integrating Decompositional Event Structures into Storylines. …
Paper Group NANR 129

Paper Group NANR 129

July 26, 2019

A Proof-Theoretic Semantics for Transitive Verbs with an Implicit Object. Natural Value Approximators: Learning when to Trust Past Estimates. The QT21 Combined Machine Translation System for English to Latvian. Huntsville, hospitals, and hockey teams: Names can reveal your location. Importance sampling for unbiased on-demand evaluation of knowledge …
Paper Group NANR 133

Paper Group NANR 133

July 26, 2019

UWaterloo at SemEval-2017 Task 8: Detecting Stance towards Rumours with Topic Independent Features. Uma Ferramenta para Identificar Desvios de Linguagem na L'\ingua Portuguesa (A tool to identify the linguistic deviations in the Portuguese Language)[In Portuguese]. Estudo explorat'orio de categorias gramaticais com potencial de indicadores para a …
Paper Group NANR 15

Paper Group NANR 15

July 26, 2019

Graph Databases for Designing High-Performance Speech Recognition Grammars. Automatic Diagnosis Coding of Radiology Reports: A Comparison of Deep Learning and Conventional Classification Methods. An Empirical Comparison of Domain Adaptation Methods for Neural Machine Translation. Annotating Negation in Spanish Clinical Texts. Information Bottleneck …
Paper Group NANR 160

Paper Group NANR 160

July 26, 2019

Improving Stochastic Policy Gradients in Continuous Control with Deep Reinforcement Learning using the Beta Distribution. Preferential Bayesian Optmization. Constitui\cc~ao de Um Dicion'ario Eletr^onico Tril'\ingue Fundado em Frames a partir da Extra\cc~ao Autom'atica de Candidatos a Termos do Dom'\inio do Turismo (The Constitution of a Tril …
Paper Group NANR 161

Paper Group NANR 161

July 26, 2019

Canopy — Fast Sampling with Cover Trees. Context-Aware Smoothing for Neural Machine Translation. SUT Submission for NIST 2016 Speaker Recognition Evaluation: Description and Analysis. Bayesian Optimization with Tree-structured Dependencies. High-Dimensional Structured Quantile Regression. Learning User Embeddings from Emails. Projection-free Dist …
Paper Group NANR 17

Paper Group NANR 17

July 26, 2019

Class-based Prediction Errors to Detect Hate Speech with Out-of-vocabulary Words. Good News vs. Bad News: What are they talking about?. Proceedings of the joint workshop on NLP for Computer Assisted Language Learning and NLP for Language Acquisition. Dependency Structure of Binary Conjunctions(of the IF\ldots, THEN\ldots Type). Creation and evaluat …
Paper Group NANR 170

Paper Group NANR 170

July 26, 2019

Using Automated Metaphor Identification to Aid in Detection and Prediction of First-Episode Schizophrenia. Delexicalized transfer parsing for low-resource languages using transformed and combined treebanks. Incorporating Metadata into Content-Based User Embeddings. Quantitative Characterization of Code Switching Patterns in Complex Multi-Party Conv …
Paper Group NANR 171

Paper Group NANR 171

July 26, 2019

Variation Autoencoder Based Network Representation Learning for Classification. Enabling Transitivity for Lexical Inference on Chinese Verbs Using Probabilistic Soft Logic. Word Sense Disambiguation: A Unified Evaluation Framework and Empirical Comparison. Cross-lingual tagger evaluation without test data. Annotating errors in student texts: First …
Paper Group NANR 192

Paper Group NANR 192

July 26, 2019

Topical Coherence in LDA-based Models through Induced Segmentation. WING-NUS at SemEval-2017 Task 10: Keyphrase Extraction and Classification as Joint Sequence Labeling. Distributed Batch Gaussian Process Optimization. Probabilistic Submodular Maximization in Sub-Linear Time. Varying Linguistic Purposes of Emoji in (Twitter) Context. Learning the S …
Paper Group NANR 24

Paper Group NANR 24

July 26, 2019

On the annotation of vague expressions: a case study on Romanian historical texts. Summarizing Lengthy Questions. Identifying Speakers and Listeners of Quoted Speech in Literary Works. Towards the Understanding of Gaming Audiences by Modeling Twitch Emotes. Selective Decoding for Cross-lingual Open Information Extraction. Collecting fluency correct …
Paper Group NANR 51

Paper Group NANR 51

July 26, 2019

Lingmotif: Sentiment Analysis for the Digital Humanities. Supervised and Unsupervised Word Sense Disambiguation on Word Embedding Vectors of Unambigous Synonyms. Exploring Lavender Tongue from Social Media Texts[In Chinese]. Leveraging Behavioral and Social Information for Weakly Supervised Collective Classification of Political Discourse on Twitte …
Paper Group NANR 70

Paper Group NANR 70

July 26, 2019

Cross-Lingual Syntactically Informed Distributed Word Representations. Annotation of pain and anesthesia events for surgery-related processes and outcomes extraction. Communicating and Acting: Understanding Gesture in Simulation Semantics. Towards a Universal Sentiment Classifier in Multiple languages. CROWD-IN-THE-LOOP: A Hybrid Approach for Annot …
Paper Group NANR 98

Paper Group NANR 98

July 26, 2019

Cost Weighting for Neural Machine Translation Domain Adaptation. Opinion Mining in Social Networks versus Electoral Polls. Proceedings of the 1st Workshop on Natural Language Processing and Information Retrieval associated with RANLP 2017. ECNU at SemEval-2017 Task 1: Leverage Kernel-based Traditional NLP features and Neural Networks to Build a Uni …
Paper Group NAWR 3

Paper Group NAWR 3

July 26, 2019

DropoutNet: Addressing Cold Start in Recommender Systems. A Bag of Useful Tricks for Practical Neural Machine Translation: Embedding Layer Initialization and Large Batch Size. Spatio-Temporal Naive-Bayes Nearest-Neighbor (ST-NBNN) for Skeleton-Based Action Recognition. FC4: Fully Convolutional Color Constancy With Confidence-Weighted Pooling. Deep …
Paper Group NAWR 4

Paper Group NAWR 4

July 26, 2019

A modernised version of the Glossa corpus search system. Correcting Contradictions. Meta-Optimizing Semantic Evolutionary Search. Assessing Convincingness of Arguments in Online Debates with Limited Number of Features. Finnish resources for evaluating language model semantics. Toward Universal Dependencies for Ainu. Unsupervised Adaptation for Deep …
Paper Group NAWR 5

Paper Group NAWR 5

July 26, 2019

RDF2Vec: RDF Graph Embeddings and Their Applications. Neural Networks for Efficient Bayesian Decoding of Natural Images from Retinal Neurons. Context Selection for Embedding Models. Image Super-Resolution via Deep Recursive Residual Network. Instance Weighting for Neural Machine Translation Domain Adaptation. Leveraging Linguistic Structures for Na …