Multi-Armed Bandits

Paper Group ANR 522

Paper Group ANR 522

July 27, 2019

Distributed Voting/Ranking with Optimal Number of States per Node. Next-Step Conditioned Deep Convolutional Neural Networks Improve Protein Secondary Structure Prediction. Boundary Crossing Probabilities for General Exponential Families. Manifold Alignment Determination: finding correspondences across different data views. Learning Deep ResNet Bloc …
Paper Group ANR 558

Paper Group ANR 558

July 27, 2019

Soft + Hardwired Attention: An LSTM Framework for Human Trajectory Prediction and Abnormal Event Detection. Deep Learning for Environmentally Robust Speech Recognition: An Overview of Recent Developments. Deep Regression Bayesian Network and Its Applications. Residual Convolutional CTC Networks for Automatic Speech Recognition. Energy Propagation i …
Paper Group ANR 566

Paper Group ANR 566

July 27, 2019

Scientific Article Summarization Using Citation-Context and Article’s Discourse Structure. Less-forgetful Learning for Domain Expansion in Deep Neural Networks. Compact Tensor Pooling for Visual Question Answering. DeepDeblur: Fast one-step blurry face images restoration. Handling PDDL3.0 State Trajectory Constraints with Temporal Landmarks. UG^2: …
Paper Group ANR 578

Paper Group ANR 578

July 27, 2019

Medical Image Retrieval using Deep Convolutional Neural Network. Multi-Task Learning for Contextual Bandits. Using Program Induction to Interpret Transition System Dynamics. Fine Grained Citation Span for References in Wikipedia. RUM: network Representation learning throUgh Multi-level structural information preservation. Analysis of supervised and …
Paper Group ANR 580

Paper Group ANR 580

July 27, 2019

Non-parametric estimation of Jensen-Shannon Divergence in Generative Adversarial Network training. Variational inference for the multi-armed contextual bandit. Convergence analysis of the information matrix in Gaussian belief propagation. A Random Block-Coordinate Douglas-Rachford Splitting Method with Low Computational Complexity for Binary Logist …
Paper Group ANR 586

Paper Group ANR 586

July 27, 2019

Multi-Planar Deep Segmentation Networks for Cardiac Substructures from MRI and CT. Reinforcement learning techniques for Outer Loop Link Adaptation in 4G/5G systems. SARAH: A Novel Method for Machine Learning Problems Using Stochastic Recursive Gradient. On the Fine-Grained Complexity of Empirical Risk Minimization: Kernel Methods and Neural Networ …
Paper Group ANR 623

Paper Group ANR 623

July 27, 2019

Parallelized Kendall’s Tau Coefficient Computation via SIMD Vectorized Sorting On Many-Integrated-Core Processors. A total uncertainty measure for D numbers based on belief intervals. PSA: A novel optimization algorithm based on survival rules of porcellio scaber. Transforming Sensor Data to the Image Domain for Deep Learning - an Application to Fo …
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 692

Paper Group ANR 692

July 27, 2019

Estimation Considerations in Contextual Bandits. Speaker Identification in each of the Neutral and Shouted Talking Environments based on Gender-Dependent Approach Using SPHMMs. Identifying Best Interventions through Online Importance Sampling. Adversarial Examples Are Not Easily Detected: Bypassing Ten Detection Methods. An Integrated and Scalable …
Paper Group ANR 707

Paper Group ANR 707

July 27, 2019

Performance Limits of Stochastic Sub-Gradient Learning, Part II: Multi-Agent Case. Is human face processing a feature- or pattern-based task? Evidence using a unified computational method driven by eye movements. Restricted Causal Inference Algorithm. Non-Linear Phase-Shifting of Haar Wavelets for Run-Time All-Frequency Lighting. Blood capillaries …
Paper Group ANR 717

Paper Group ANR 717

July 27, 2019

Robust Incremental Neural Semantic Graph Parsing. Cross-modal Recurrent Models for Weight Objective Prediction from Multimodal Time-series Data. Boosting the kernelized shapelets: Theory and algorithms for local features. Proportional Representation in Vote Streams. The Price of Differential Privacy For Online Learning. Worst-case vs Average-case D …
Paper Group ANR 726

Paper Group ANR 726

July 27, 2019

Modeling Information Flow Through Deep Neural Networks. Kernel Approximation Methods for Speech Recognition. Ultra-Fast Reactive Transport Simulations When Chemical Reactions Meet Machine Learning: Chemical Equilibrium. Multi-label Class-imbalanced Action Recognition in Hockey Videos via 3D Convolutional Neural Networks. Structure Optimization for …
Paper Group ANR 788

Paper Group ANR 788

July 26, 2019

Regularized Residual Quantization: a multi-layer sparse dictionary learning approach. Selection of training populations (and other subset selection problems) with an accelerated genetic algorithm (STPGA: An R-package for selection of training populations with a genetic algorithm). Mixed one-bit compressive sensing with applications to overexposure …
Paper Group ANR 795

Paper Group ANR 795

July 26, 2019

See the Near Future: A Short-Term Predictive Methodology to Traffic Load in ITS. Super-Resolution for Overhead Imagery Using DenseNets and Adversarial Learning. A Multiple Radar Approach for Automatic Target Recognition of Aircraft using Inverse Synthetic Aperture Radar. Combinatorial Multi-armed Bandits for Real-Time Strategy Games. Ignoring Distr …
Paper Group NANR 151

Paper Group NANR 151

July 26, 2019

Noisy-context surprisal as a human sentence processing cost model. Learning to Predict Denotational Probabilities For Modeling Entailment. Noisy Uyghur Text Normalization. Self-Paced Co-training. SplitNet: Learning to Semantically Split Deep Networks for Parameter Reduction and Model Parallelization. Learning Deep Latent Gaussian Models with Markov …
Paper Group NANR 25

Paper Group NANR 25

July 26, 2019

Sentence Embedding for Neural Machine Translation Domain Adaptation. Semantics-Enhanced Task-Oriented Dialogue Translation: A Case Study on Hotel Booking. ADoCS: Automatic Designer of Conference Schedules. Efficient Benchmarking of NLP APIs using Multi-armed Bandits. Goal-Oriented Design for Ethical Machine Learning and NLP. TDB 1.1: Extensions on …
Paper Group NANR 49

Paper Group NANR 49

July 26, 2019

Rule-Based Translation of Spanish Verb-Noun Combinations into Basque. A Generative Model of Phonotactics. Developing a web-based workbook for English supporting the interaction of students and teachers. Communication with Robots using Multilayer Recurrent Networks. Identifying 1950s American Jazz Musicians: Fine-Grained IsA Extraction via Modifier …