Recommendation Systems

Paper Group ANR 466

Paper Group ANR 466

July 27, 2019

Discovering the Graph Structure in the Clustering Results. Item Silk Road: Recommending Items from Information Domains to Social Users. A Computer Vision System to Localize and Classify Wastes on the Streets. Time-Sensitive Bandit Learning and Satisficing Thompson Sampling. Safe Exploration for Identifying Linear Systems via Robust Optimization. 3D …
Paper Group ANR 467

Paper Group ANR 467

July 27, 2019

Listening while Speaking: Speech Chain by Deep Learning. Private federated learning on vertically partitioned data via entity resolution and additively homomorphic encryption. Ease.ml: Towards Multi-tenant Resource Sharing for Machine Learning Workloads. Deep Tensor Encoding. Explainable Entity-based Recommendations with Knowledge Graphs. Zero-Shot …
Paper Group ANR 490

Paper Group ANR 490

July 27, 2019

Towards Automatic Generation of Entertaining Dialogues in Chinese Crosstalks. Pattern recognition techniques for Boson Sampling validation. Large scale digital prostate pathology image analysis combining feature extraction and deep neural network. Approximate Computational Approaches for Bayesian Sensor Placement in High Dimensions. LIUM-CVC Submis …
Paper Group ANR 491

Paper Group ANR 491

July 27, 2019

Real-Time Adaptive Image Compression. Social Learning and Diffusion of Pervasive Goods: An Empirical Study of an African App Store. Efficient Version-Space Reduction for Visual Tracking. Learning to Represent Haptic Feedback for Partially-Observable Tasks. On Early-stage Debunking Rumors on Twitter: Leveraging the Wisdom of Weak Learners. Person Re …
Paper Group ANR 496

Paper Group ANR 496

July 27, 2019

Emerging from Water: Underwater Image Color Correction Based on Weakly Supervised Color Transfer. Segmentation of nearly isotropic overlapped tracks in photomicrographs using successive erosions as watershed markers. Object Tracking based on Quantum Particle Swarm Optimization. IQ of Neural Networks. Gender-From-Iris or Gender-From-Mascara?. Happin …
Paper Group ANR 502

Paper Group ANR 502

July 27, 2019

Improving Latent User Models in Online Social Media. Stochastic Canonical Correlation Analysis. Rise of the humanbot. Leveraging Node Attributes for Incomplete Relational Data. Evaluation of Classifiers for Image Segmentation: Applications for Eucalypt Forest Inventory. Error Correction for Dense Semantic Image Labeling. Sequence Prediction with Ne …
Paper Group ANR 506

Paper Group ANR 506

July 27, 2019

Distributed-Representation Based Hybrid Recommender System with Short Item Descriptions. Rank-to-engage: New Listwise Approaches to Maximize Engagement. Improving Language Modelling with Noise-contrastive estimation. MMGAN: Manifold Matching Generative Adversarial Network. DeepNorm-A Deep Learning Approach to Text Normalization. Multimodal MRI brai …
Paper Group ANR 530

Paper Group ANR 530

July 27, 2019

Butterfly Effect: Bidirectional Control of Classification Performance by Small Additive Perturbation. Hierarchical and Interpretable Skill Acquisition in Multi-task Reinforcement Learning. An Analysis of 1-to-First Matching in Iris Recognition. Unsupervised and Semi-supervised Anomaly Detection with LSTM Neural Networks. Character Distributions of …
Paper Group ANR 550

Paper Group ANR 550

July 27, 2019

Proceedings of the First International Workshop on Deep Learning and Music. A Trolling Hierarchy in Social Media and A Conditional Random Field For Trolling Detection. The Candidate Multi-Cut for Cell Segmentation. Who wins the Miss Contest for Imputation Methods? Our Vote for Miss BooPF. Multi-Path Region-Based Convolutional Neural Network for Acc …
Paper Group ANR 557

Paper Group ANR 557

July 27, 2019

Predicting Yelp Star Reviews Based on Network Structure with Deep Learning. Bidirectional American Sign Language to English Translation. A case study on using speech-to-translation alignments for language documentation. Discriminative convolutional Fisher vector network for action recognition. Neural network augmented inverse problems for PDEs. Fin …
Paper Group ANR 569

Paper Group ANR 569

July 27, 2019

Robust polynomial regression up to the information theoretic limit. Statistical learning of rational wavelet transform for natural images. Analysing Congestion Problems in Multi-agent Reinforcement Learning. Local System Voting Feature for Machine Translation System Combination. Convolutional Networks with MuxOut Layers as Multi-rate Systems for Im …
Paper Group ANR 570

Paper Group ANR 570

July 27, 2019

Optimizing Long Short-Term Memory Recurrent Neural Networks Using Ant Colony Optimization to Predict Turbine Engine Vibration. Item Recommendation with Evolving User Preferences and Experience. On weight initialization in deep neural networks. Video Captioning with Guidance of Multimodal Latent Topics. Feature uncertainty bounding schemes for large …
Paper Group ANR 573

Paper Group ANR 573

July 27, 2019

From Deterministic to Generative: Multi-Modal Stochastic RNNs for Video Captioning. Variational Walkback: Learning a Transition Operator as a Stochastic Recurrent Net. The Galactic Dependencies Treebanks: Getting More Data by Synthesizing New Languages. Reconstruction of Word Embeddings from Sub-Word Parameters. Disentangled Representations via Syn …
Paper Group ANR 576

Paper Group ANR 576

July 27, 2019

DeepProbe: Information Directed Sequence Understanding and Chatbot Design via Recurrent Neural Networks. Going Wider: Recurrent Neural Network With Parallel Cells. Generative Models of Visually Grounded Imagination. Distributed SAGA: Maintaining linear convergence rate with limited communication. Scalable and Compact 3D Action Recognition with Appr …
Paper Group ANR 579

Paper Group ANR 579

July 27, 2019

Using Convolutional Neural Networks in Robots with Limited Computational Resources: Detecting NAO Robots while Playing Soccer. Energy-Based Sequence GANs for Recommendation and Their Connection to Imitation Learning. Hyperspectral band selection using genetic algorithm and support vector machines for early identification of charcoal rot disease in …
Paper Group ANR 592

Paper Group ANR 592

July 27, 2019

An Epipolar Line from a Single Pixel. A dynamic network model with persistent links and node-specific latent variables, with an application to the interbank market. Targeted matrix completion. Vid2speech: Speech Reconstruction from Silent Video. Clustering with feature selection using alternating minimization, Application to computational biology. …
Paper Group ANR 596

Paper Group ANR 596

July 27, 2019

Multimodal and Multiscale Deep Neural Networks for the Early Diagnosis of Alzheimer’s Disease using structural MR and FDG-PET images. Retinal Vasculature Segmentation Using Local Saliency Maps and Generative Adversarial Networks For Image Super Resolution. Direct Estimation of Regional Wall Thicknesses via Residual Recurrent Neural Network. Hierarc …
Paper Group ANR 597

Paper Group ANR 597

July 27, 2019

A Sport Tournament Scheduling by Genetic Algorithm with Swapping Method. Realistic Traffic Generation for Web Robots. Bandit Convex Optimization for Scalable and Dynamic IoT Management. An Asynchronous Distributed Framework for Large-scale Learning Based on Parameter Exchanges. Towards a More Reliable Privacy-preserving Recommender System. Variance …
Paper Group ANR 602

Paper Group ANR 602

July 27, 2019

On-line Building Energy Optimization using Deep Reinforcement Learning. Sparse inference of the drift of a high-dimensional Ornstein-Uhlenbeck process. Hand3D: Hand Pose Estimation using 3D Neural Network. Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training. Visually-Aware Fashion Recommendation and Design with …
Paper Group ANR 646

Paper Group ANR 646

July 27, 2019

Probabilistic Learning of Torque Controllers from Kinematic and Force Constraints. Crowdsourcing Multiple Choice Science Questions. A General Framework for Robust Interactive Learning. Causal Rule Sets for Identifying Subgroups with Enhanced Treatment Effect. Provably Optimal Algorithms for Generalized Linear Contextual Bandits. Towards Neural Mach …
Paper Group ANR 650

Paper Group ANR 650

July 27, 2019

Subgroup Identification and Interpretation with Bayesian Nonparametric Models in Health Care Claims Data. Direction-Aware Semi-Dense SLAM. Zero-Shot Learning by Generating Pseudo Feature Representations. Spectrally-normalized margin bounds for neural networks. Learning Efficient Image Representation for Person Re-Identification. Optimistic Robust O …
Paper Group ANR 656

Paper Group ANR 656

July 27, 2019

Query-by-example Spoken Term Detection using Attention-based Multi-hop Networks. Variants of RMSProp and Adagrad with Logarithmic Regret Bounds. ElasticPlay: Interactive Video Summarization with Dynamic Time Budgets. Using Deep Neural Network Approximate Bayesian Network. Query-Focused Video Summarization: Dataset, Evaluation, and A Memory Network …
Paper Group ANR 659

Paper Group ANR 659

July 27, 2019

Determining Song Similarity via Machine Learning Techniques and Tagging Information. Learning to Transfer. Predicting Session Length in Media Streaming. Consistent On-Line Off-Policy Evaluation. A Homological Theory of Functions. All the people around me: face discovery in egocentric photo-streams. Supervised Machine Learning for Signals Having RRC …
Paper Group ANR 661

Paper Group ANR 661

July 27, 2019

Automatic Segmentation of Retinal Vasculature. Sketched Subspace Clustering. Multiqubit and multilevel quantum reinforcement learning with quantum technologies. Improving Factor-Based Quantitative Investing by Forecasting Company Fundamentals. Learning from Comparisons and Choices. Inclusive Flavour Tagging Algorithm. Revenue-based Attribution Mode …
Paper Group ANR 689

Paper Group ANR 689

July 27, 2019

Learning from Multi-View Multi-Way Data via Structural Factorization Machines. Byzantine-Tolerant Machine Learning. A Fully Convolutional Network for Semantic Labeling of 3D Point Clouds. Cost-Optimal Learning of Causal Graphs. Scene Text Eraser. Historical Document Image Segmentation with LDA-Initialized Deep Neural Networks. $\left( β, \varpi \ri …
Paper Group ANR 704

Paper Group ANR 704

July 27, 2019

Iterative Bayesian Learning for Crowdsourced Regression. A Bayesian computer model analysis of Robust Bayesian analyses. A study on text-score disagreement in online reviews. Intelligent Device Discovery in the Internet of Things - Enabling the Robot Society. To Normalize, or Not to Normalize: The Impact of Normalization on Part-of-Speech Tagging. …
Paper Group ANR 720

Paper Group ANR 720

July 27, 2019

Feature versus Raw Sequence: Deep Learning Comparative Study on Predicting Pre-miRNA. Joint Max Margin and Semantic Features for Continuous Event Detection in Complex Scenes. A New 3D Method to Segment the Lumbar Vertebral Bodies and to Determine Bone Mineral Density and Geometry. Data Decisions and Theoretical Implications when Adversarially Learn …
Paper Group ANR 731

Paper Group ANR 731

July 27, 2019

Cross-modal Common Representation Learning by Hybrid Transfer Network. The Expressive Power of Neural Networks: A View from the Width. Kill Two Birds with One Stone: Weakly-Supervised Neural Network for Image Annotation and Tag Refinement. Critical Points of Neural Networks: Analytical Forms and Landscape Properties. 3DContextNet: K-d Tree Guided H …