Time Series

Paper Group ANR 517

Paper Group ANR 517

July 27, 2019

Measuring #GamerGate: A Tale of Hate, Sexism, and Bullying. Limits of End-to-End Learning. Aggregated Wasserstein Metric and State Registration for Hidden Markov Models. Direct estimation of density functionals using a polynomial basis. Learnings Options End-to-End for Continuous Action Tasks. Auxiliary Variables for Multi-Dirichlet Priors. On Stei …
Paper Group ANR 525

Paper Group ANR 525

July 27, 2019

Bundle Optimization for Multi-aspect Embedding. Convolutional Neural Pyramid for Image Processing. Calculating Probabilities Simplifies Word Learning. Optimal and Learning Control for Autonomous Robots. Distributed Kernel K-Means for Large Scale Clustering. Towards the Evolution of Multi-Layered Neural Networks: A Dynamic Structured Grammatical Evo …
Paper Group ANR 528

Paper Group ANR 528

July 27, 2019

Discriminative Optimization: Theory and Applications to Computer Vision Problems. Interaction Information for Causal Inference: The Case of Directed Triangle. Phonological (un)certainty weights lexical activation. Anomaly Detection by Robust Statistics. Local Activity-tuned Image Filtering for Noise Removal and Image Smoothing. Using Transfer Learn …
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 532

Paper Group ANR 532

July 27, 2019

XES Tensorflow - Process Prediction using the Tensorflow Deep-Learning Framework. Introduction to Nonnegative Matrix Factorization. Ontology based Scene Creation for the Development of Automated Vehicles. Poverty Prediction with Public Landsat 7 Satellite Imagery and Machine Learning. Applying advanced machine learning models to classify electro-ph …
Paper Group ANR 534

Paper Group ANR 534

July 27, 2019

Language Modeling for Code-Switched Data: Challenges and Approaches. Robust Sonar ATR Through Bayesian Pose Corrected Sparse Classification. Toward Multi-Diversified Ensemble Clustering of High-Dimensional Data: From Subspaces to Metrics and Beyond. Theoretical Properties for Neural Networks with Weight Matrices of Low Displacement Rank. Bayesian A …
Paper Group ANR 541

Paper Group ANR 541

July 27, 2019

PixelNN: Example-based Image Synthesis. Efficient Online Linear Optimization with Approximation Algorithms. Cooperative Hierarchical Dirichlet Processes: Superposition vs. Maximization. Modeling Events as Machines. Identifying Consistent Statements about Numerical Data with Dispersion-Corrected Subgroup Discovery. DeepAPT: Nation-State APT Attribut …
Paper Group ANR 542

Paper Group ANR 542

July 27, 2019

Backpropagation generalized for output derivatives. A Computational Model of Afterimages based on Simultaneous and Successive Contrasts. Erratum: Link prediction in drug-target interactions network using similarity indices. An Effective Training Method For Deep Convolutional Neural Network. Improving Multilingual Named Entity Recognition with Wikip …
Paper Group ANR 543

Paper Group ANR 543

July 27, 2019

Massive Open Online Courses Temporal Profiling for Dropout Prediction. Mining Process Model Descriptions of Daily Life through Event Abstraction. Interpretable Learning for Self-Driving Cars by Visualizing Causal Attention. Top-Rank Enhanced Listwise Optimization for Statistical Machine Translation. Scalable Recollections for Continual Lifelong Lea …
Paper Group ANR 548

Paper Group ANR 548

July 27, 2019

An Automatic Solver for Very Large Jigsaw Puzzles Using Genetic Algorithms. Class-specific image denoising using importance sampling. Scalable synthesis of safety certificates from data with application to learning-based control. Attentive Recurrent Comparators. Causal Consistency of Structural Equation Models. Action-Attending Graphic Neural Netwo …
Paper Group ANR 552

Paper Group ANR 552

July 27, 2019

Multi-Stage Feature Selection Based Intelligent Classifier for Classification of Incipient Stage Fire in Building. Detecting the Moment of Completion: Temporal Models for Localising Action Completion. Counterfactual Causality from First Principles?. Picasso, Matisse, or a Fake? Automated Analysis of Drawings at the Stroke Level for Attribution and …
Paper Group ANR 555

Paper Group ANR 555

July 27, 2019

Block-Sparse Recurrent Neural Networks. Sparse Neural Networks Topologies. Using Optimal Ratio Mask as Training Target for Supervised Speech Separation. Learning Unified Embedding for Apparel Recognition. A Survey on Content-Aware Video Analysis for Sports. Large-scale Datasets: Faces with Partial Occlusions and Pose Variations in the Wild. The CLa …
Paper Group ANR 556

Paper Group ANR 556

July 27, 2019

When Traffic Flow Prediction Meets Wireless Big Data Analytics. Scaling Limit: Exact and Tractable Analysis of Online Learning Algorithms with Applications to Regularized Regression and PCA. Embodied Artificial Intelligence through Distributed Adaptive Control: An Integrated Framework. Motif-based Rule Discovery for Predicting Real-valued Time Seri …
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 598

Paper Group ANR 598

July 27, 2019

Self-Taught Support Vector Machine. Gaussian Process Regression for Arctic Coastal Erosion Forecasting. Evaluating Noisy Optimisation Algorithms: First Hitting Time is Problematic. Privacy-Preserving Visual Learning Using Doubly Permuted Homomorphic Encryption. High-Quality Correspondence and Segmentation Estimation for Dual-Lens Smart-Phone Portra …
Paper Group ANR 601

Paper Group ANR 601

July 27, 2019

Fast Top-k Area Topics Extraction with Knowledge Base. Integrating semi-supervised label propagation and random forests for multi-atlas based hippocampus segmentation. One for All: Towards Language Independent Named Entity Linking. Speckle Reduction with Trained Nonlinear Diffusion Filtering. Camera-trap images segmentation using multi-layer robust …
Paper Group ANR 603

Paper Group ANR 603

July 27, 2019

Dynamic Task Allocation for Crowdsourcing Settings. Time Series Anomaly Detection; Detection of anomalous drops with limited features and sparse examples in noisy highly periodic data. Bitwise Operations of Cellular Automaton on Gray-scale Images. Filmy Cloud Removal on Satellite Imagery with Multispectral Conditional Generative Adversarial Nets. E …
Paper Group ANR 605

Paper Group ANR 605

July 27, 2019

AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild. The ratio of normalizing constants for Bayesian graphical Gaussian model selection. The Bag Semantics of Ontology-Based Data Access. Accurate Inference for Adaptive Linear Models. Optimization of Ensemble Supervised Learning Algorithms for Increased Sensitivity …
Paper Group ANR 609

Paper Group ANR 609

July 27, 2019

Discovering Playing Patterns: Time Series Clustering of Free-To-Play Game Data. Multilingual Speech Recognition With A Single End-To-End Model. Occlusion Aware Unsupervised Learning of Optical Flow. UsingWord Embedding for Cross-Language Plagiarism Detection. Iterative Spectral Clustering for Unsupervised Object Localization. Deep Fault Analysis an …
Paper Group ANR 610

Paper Group ANR 610

July 27, 2019

Mathematical foundations of matrix syntax. A GPU-Outperforming FPGA Accelerator Architecture for Binary Convolutional Neural Networks. Stochastic Nonconvex Optimization with Large Minibatches. Efficient Two-Dimensional Sparse Coding Using Tensor-Linear Combination. Avoiding Synchronization in First-Order Methods for Sparse Convex Optimization. De-i …
Paper Group ANR 618

Paper Group ANR 618

July 27, 2019

K-means clustering for efficient and robust registration of multi-view point sets. Spatial-temporal wind field prediction by Artificial Neural Networks. The Ciona17 Dataset for Semantic Segmentation of Invasive Species in a Marine Aquaculture Environment. Active Exploration for Learning Symbolic Representations. A Modification of Particle Swarm Opt …
Paper Group ANR 633

Paper Group ANR 633

July 27, 2019

Spatial features of synaptic adaptation affecting learning performance. Parallel Multiscale Autoregressive Density Estimation. A Modular Analysis of Adaptive (Non-)Convex Optimization: Optimism, Composite Objectives, and Variational Bounds. Review of Machine Learning Algorithms in Differential Expression Analysis. m-TSNE: A Framework for Visualizin …
Paper Group ANR 634

Paper Group ANR 634

July 27, 2019

Decoding with Finite-State Transducers on GPUs. An Efficient ADMM Algorithm for Structural Break Detection in Multivariate Time Series. Towards a Unified Taxonomy of Biclustering Methods. High-order Tensor Completion for Data Recovery via Sparse Tensor-train Optimization. Associative content-addressable networks with exponentially many robust stabl …
Paper Group ANR 636

Paper Group ANR 636

July 27, 2019

Stratified Transfer Learning for Cross-domain Activity Recognition. Bib2vec: An Embedding-based Search System for Bibliographic Information. Compressing Recurrent Neural Network with Tensor Train. A Comparative Study of the Clinical use of Motion Analysis from Kinect Skeleton Data. A Tale of Two Animats: What does it take to have goals?. Finding St …
Paper Group ANR 641

Paper Group ANR 641

July 27, 2019

Text Recognition in Scene Image and Video Frame using Color Channel Selection. Fuzzy finite element model updating using metaheuristic optimization algorithms. Towards multiple kernel principal component analysis for integrative analysis of tumor samples. Pointwise Convolutional Neural Networks. Be Precise or Fuzzy: Learning the Meaning of Cardinal …
Paper Group ANR 643

Paper Group ANR 643

July 27, 2019

Genealogical Distance as a Diversity Estimate in Evolutionary Algorithms. Segmentation of Instances by Hashing. Learning Linear Dynamical Systems with High-Order Tensor Data for Skeleton based Action Recognition. Randomized Iterative Reconstruction for Sparse View X-ray Computed Tomography. Creativity: Generating Diverse Questions using Variational …
Paper Group ANR 664

Paper Group ANR 664

July 27, 2019

Runtime Analysis of the $(1+(λ,λ))$ Genetic Algorithm on Random Satisfiable 3-CNF Formulas. Identifying Nonlinear 1-Step Causal Influences in Presence of Latent Variables. Fast Causal Inference with Non-Random Missingness by Test-Wise Deletion. Compressive Sensing via Convolutional Factor Analysis. Parallelizing Linear Recurrent Neural Nets Over Se …