machine learning

Paper Group ANR 241

Paper Group ANR 241

May 6, 2019

Posterior Dispersion Indices. STDP allows close-to-optimal spatiotemporal spike pattern detection by single coincidence detector neurons. Supervised Incremental Hashing. Mysteries of Visual Experience. Digital Makeup from Internet Images. Training with Exploration Improves a Greedy Stack-LSTM Parser. A Conceptual Development of Quench Prediction Ap …
Paper Group ANR 243

Paper Group ANR 243

May 6, 2019

Trading-off variance and complexity in stochastic gradient descent. BreakID: Static Symmetry Breaking for ASP (System Description). Mining Software Quality from Software Reviews: Research Trends and Open Issues. Automatic Detection of ADHD and ASD from Expressive Behaviour in RGBD Data. Improved generator objectives for GANs. Feature Engineering an …
Paper Group ANR 244

Paper Group ANR 244

May 6, 2019

A network that learns Strassen multiplication. Sparse Linear Regression via Generalized Orthogonal Least-Squares. Detangling People: Individuating Multiple Close People and Their Body Parts via Region Assembly. Improved Parsing for Argument-Clusters Coordination. Reinforcement Learning approach for Real Time Strategy Games Battle city and S3. Zero- …
Paper Group ANR 245

Paper Group ANR 245

May 6, 2019

MCMC Shape Sampling for Image Segmentation with Nonparametric Shape Priors. Invariant Representations for Noisy Speech Recognition. Color Constancy with Derivative Colors. A Versatile Scene Model with Differentiable Visibility Applied to Generative Pose Estimation. Fast and Extensible Online Multivariate Kernel Density Estimation. Microscopic Pedes …
Paper Group ANR 246

Paper Group ANR 246

May 6, 2019

Image Denoising with Kernels based on Natural Image Relations. Ensemble preconditioning for Markov chain Monte Carlo simulation. Recognizing and Eliciting Weakly Single Crossing Profiles on Trees. A Learning Algorithm for Relational Logistic Regression: Preliminary Results. Analysis of a low memory implementation of the Orthogonal Matching Pursuit …
Paper Group ANR 247

Paper Group ANR 247

May 6, 2019

Deconvolutional Feature Stacking for Weakly-Supervised Semantic Segmentation. Neighborhood Features Help Detecting Non-Technical Losses in Big Data Sets. Part-of-Speech Relevance Weights for Learning Word Embeddings. A supermartingale approach to Gaussian process based sequential design of experiments. Query Clustering using Segment Specific Contex …
Paper Group ANR 248

Paper Group ANR 248

May 6, 2019

Building a Fine-Grained Entity Typing System Overnight for a New X (X = Language, Domain, Genre). Mapping the Similarities of Spectra: Global and Locally-biased Approaches to SDSS Galaxy Data. Hierarchical Bayesian Noise Inference for Robust Real-time Probabilistic Object Classification. Hardware Acceleration for Boolean Satisfiability Solver by Ap …
Paper Group ANR 249

Paper Group ANR 249

May 6, 2019

Model-driven Simulations for Deep Convolutional Neural Networks. Geometry-aware stationary subspace analysis. Spacetimes with Semantics (III) - The Structure of Functional Knowledge Representation and Artificial Reasoning. What is the right way to represent document images?. Learning-Based Resource Allocation Scheme for TDD-Based CRAN System. Class …
Paper Group ANR 250

Paper Group ANR 250

May 6, 2019

Readability-based Sentence Ranking for Evaluating Text Simplification. Fast and Effective Algorithms for Symmetric Nonnegative Matrix Factorization. Effective Multi-step Temporal-Difference Learning for Non-Linear Function Approximation. Texture analysis using deterministic partially self-avoiding walk with thresholds. TF.Learn: TensorFlow’s High-l …
Paper Group ANR 251

Paper Group ANR 251

May 6, 2019

A Comparison of Word Embeddings for English and Cross-Lingual Chinese Word Sense Disambiguation. Crowdsourcing in Computer Vision. Autonomous Ingress of a UAV through a window using Monocular Vision. The belief noisy-or model applied to network reliability analysis. Transferring Learned Microcalcification Group Detection from 2D Mammography to 3D D …
Paper Group ANR 252

Paper Group ANR 252

May 6, 2019

Towards Geo-Distributed Machine Learning. Online Isotonic Regression. Self-localization from Images with Small Overlap. Combining Gradient Boosting Machines with Collective Inference to Predict Continuous Values. Predicting the future relevance of research institutions - The winning solution of the KDD Cup 2016. Sparse Activity and Sparse Connectiv …
Paper Group ANR 254

Paper Group ANR 254

May 6, 2019

Word Sense Disambiguation using a Bidirectional LSTM. Spectral community detection in heterogeneous large networks. Ground Truth Bias in External Cluster Validity Indices. Guided Cost Learning: Deep Inverse Optimal Control via Policy Optimization. Probabilistic Modeling of Progressive Filtering. PrASP Report. State Space representation of non-stati …
Paper Group ANR 255

Paper Group ANR 255

May 6, 2019

The distribution of information content in English sentences. CogALex-V Shared Task: ROOT18. From Multiview Image Curves to 3D Drawings. Ordinal Conditional Functions for Nearly Counterfactual Revision. Combined Classifiers for Invariant Face Recognition. On the Existence of a Sample Mean in Dynamic Time Warping Spaces. Multimodal Latent Variable A …
Paper Group ANR 256

Paper Group ANR 256

May 6, 2019

Learning Sparse Graphs Under Smoothness Prior. Relaxation of the EM Algorithm via Quantum Annealing. SAD-GAN: Synthetic Autonomous Driving using Generative Adversarial Networks. A natural language interface to a graph-based bibliographic information retrieval system. Linear Learning with Sparse Data. Toward a Deep Neural Approach for Knowledge-Base …
Paper Group ANR 257

Paper Group ANR 257

May 6, 2019

Statistical Properties of European Languages and Voynich Manuscript Analysis. The Computational Power of Dynamic Bayesian Networks. On the Existence of a Projective Reconstruction. Primal-Dual Rates and Certificates. Learning to predict where to look in interactive environments using deep recurrent q-learning. Nonsymbolic Text Representation. Faste …
Paper Group ANR 258

Paper Group ANR 258

May 6, 2019

Combating Reinforcement Learning’s Sisyphean Curse with Intrinsic Fear. Proceedings of the 2016 ICML Workshop on Human Interpretability in Machine Learning (WHI 2016). A New Approach to Laplacian Solvers and Flow Problems. Fast robustness quantification with variational Bayes. Reconciling Lambek’s restriction, cut-elimination, and substitution in t …
Paper Group ANR 259

Paper Group ANR 259

May 6, 2019

Cognitive Deep Machine Can Train Itself. TODIM and TOPSIS with Z-numbers. A General Framework for Density Based Time Series Clustering Exploiting a Novel Admissible Pruning Strategy. Deep Learning with Sets and Point Clouds. Optimized clothes segmentation to boost gender classification in unconstrained scenarios. Kernel Bandwidth Selection for SVDD …
Paper Group ANR 260

Paper Group ANR 260

May 6, 2019

Rotation Invariant Angular Descriptor Via A Bandlimited Gaussian-like Kernel. Understanding and Mapping Natural Beauty. Application of multiview techniques to NHANES dataset. Semi-Supervised Classification Based on Classification from Positive and Unlabeled Data. Automated Prediction of Temporal Relations. Super-Resolution Reconstruction of Electri …
Paper Group ANR 261

Paper Group ANR 261

May 6, 2019

Towards Empathetic Human-Robot Interactions. Modeling and Estimation of Discrete-Time Reciprocal Processes via Probabilistic Graphical Models. Adaptive Regularization in Convex Composite Optimization for Variational Imaging Problems. Adaptive Frequency Cepstral Coefficients for Word Mispronunciation Detection. Meta-Path Guided Embedding for Similar …
Paper Group ANR 264

Paper Group ANR 264

May 6, 2019

Local Minimax Complexity of Stochastic Convex Optimization. Distributed Processing of Biosignal-Database for Emotion Recognition with Mahout. Automatic Extraction of Causal Relations from Natural Language Texts: A Comprehensive Survey. Hybrid CPU-GPU Framework for Network Motifs. Optimal Binary Autoencoding with Pairwise Correlations. Multi-task an …
Paper Group ANR 266

Paper Group ANR 266

May 6, 2019

Adapting Sampling Interval of Sensor Networks Using On-Line Reinforcement Learning. Towards a Mathematical Understanding of the Difficulty in Learning with Feedforward Neural Networks. Near-Optimal Active Learning of Halfspaces via Query Synthesis in the Noisy Setting. A Deep Neural Network for Chinese Zero Pronoun Resolution. Articulated Clinician …
Paper Group ANR 267

Paper Group ANR 267

May 6, 2019

On the Diagnostic of Road Pathway Visibility. Beyond knowing that: a new generation of epistemic logics. Non-Negative Matrix Factorizations for Multiplex Network Analysis. Tensor Ring Decomposition. The “Sprekend Nederland” project and its application to accent location. What is the distribution of the number of unique original items in a bootstrap …
Paper Group ANR 268

Paper Group ANR 268

May 6, 2019

Multi-level Contextual RNNs with Attention Model for Scene Labeling. Active Sensing of Social Networks. Improving the Accuracy of Stereo Visual Odometry Using Visual Illumination Estimation. Exploiting Facial Landmarks for Emotion Recognition in the Wild. On the Worst-case Communication Overhead for Distributed Data Shuffling. Programming in logic …
Paper Group ANR 269

Paper Group ANR 269

May 6, 2019

Q($λ$) with Off-Policy Corrections. Time and Activity Sequence Prediction of Business Process Instances. Singularity structures and impacts on parameter estimation in finite mixtures of distributions. Content Selection in Data-to-Text Systems: A Survey. Exploring the Design Space of Deep Convolutional Neural Networks at Large Scale. A Bayesian Appr …
Paper Group ANR 272

Paper Group ANR 272

May 6, 2019

A Context-aware Attention Network for Interactive Question Answering. Reparameterization trick for discrete variables. Limitations and Alternatives for the Evaluation of Large-scale Link Prediction. Linear Convergence of Gradient and Proximal-Gradient Methods Under the Polyak-Łojasiewicz Condition. On the consistency of inversion-free parameter est …
Paper Group ANR 274

Paper Group ANR 274

May 6, 2019

Evaluation of Protein Structural Models Using Random Forests. Detecting and Extracting Events from Text Documents. Property-driven State-Space Coarsening for Continuous Time Markov Chains. Average-case Hardness of RIP Certification. Convolutional Tables Ensemble: classification in microseconds. Learning Robust Video Synchronization without Annotati …
Paper Group ANR 275

Paper Group ANR 275

May 6, 2019

Evaluating the Performance of Offensive Linemen in the NFL. Combinatorially Generated Piecewise Activation Functions. Comparison-based Image Quality Assessment for Parameter Selection. Automated Visual Fin Identification of Individual Great White Sharks. Clustering and Community Detection with Imbalanced Clusters. On model architecture for a childr …
Paper Group ANR 277

Paper Group ANR 277

May 6, 2019

Screen Content Image Segmentation Using Sparse Decomposition and Total Variation Minimization. Secure Approximation Guarantee for Cryptographically Private Empirical Risk Minimization. A Benchmark and Comparison of Active Learning for Logistic Regression. Convex Formulation for Kernel PCA and its Use in Semi-Supervised Learning. Harmonic Networks: …