12.02.18 "Artificial Intelligence" papers

 

11-28-2018

Regret Bounds for Stochastic Combinatorial Multi-Armed Bandits with Linear Space Complexity
by Mridul Agarwal et al

11-28-2018

Neural probabilistic motor primitives for humanoid control
by Josh Merel et al

11-30-2018

Void Filling of Digital Elevation Models with Deep Generative Models
by Konstantinos Gavriil et al

11-30-2018

Inferring Concept Prerequisite Relations from Online Educational Resources
by Sudeshna Roy et al

11-30-2018

AI Neurotechnology for Aging Societies -- Task-load and Dementia EEG Digital Biomarker Development Using Information Geometry Machine Learning Methods
by Tomasz M. Rutkowski et al

11-29-2018

A Polynomial-time Fragment of Epistemic Probabilistic Argumentation (Technical Report)
by Nico Potyka

11-28-2018

Few-Shot Generalization Across Dialogue Tasks
by Vladimir Vlasov et al

11-29-2018

Time Aggregation and Model Interpretation for Deep Multivariate Longitudinal Patient Outcome Forecasting Systems in Chronic Ambulatory Care
by Beau Norgeot et al

11-29-2018

Analyzing Federated Learning through an Adversarial Lens
by Arjun Nitin Bhagoji et al

11-30-2018

Runtime Analysis for Self-adaptive Mutation Rates
by Benjamin Doerr et al

11-28-2018

Automated Algorithm Selection: Survey and Perspectives
by Pascal Kerschke et al

11-30-2018

Flexible and Scalable State Tracking Framework for Goal-Oriented Dialogue Systems
by Rahul Goel et al

11-28-2018

Towards Neural Co-Processors: Combining Neural Decoding and Encoding in Brain-Computer Interfaces
by Rajesh P. N. Rao

11-29-2018

MOBIUS: Model-Oblivious Binarized Neural Networks
by Hiromasa Kitai et al

11-28-2018

Towards Decentralization of Social Media
by Sarang Mahajan et al

11-28-2018

Predicting the Computational Cost of Deep Learning Models
by Daniel Justus et al

11-30-2018

Clear the Fog: Combat Value Assessment in Incomplete Information Games with Convolutional Encoder-Decoders
by Hyungu Kahng et al

11-29-2018

Deep learning for pedestrians: backpropagation in CNNs
by Laurent Boué

11-28-2018

Large Scale Audio-Visual Video Analytics Platform for Forensic Investigations of Terroristic Attacks
by Alexander Schindler et al

11-29-2018

Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models
by Daniil Polykovskiy et al

11-30-2018

Improved Crowding Distance for NSGA-II
by Xiangxiang Chu et al

11-28-2018

HYPE: A High Performing NLP System for Automatically Detecting Hypoglycemia Events from Electronic Health Record Notes
by Yonghao Jin et al

11-29-2018

Machine Learning on Electronic Health Records: Models and Features Usages to predict Medication Non-Adherence
by Thomas Janssoone et al

11-29-2018

An Introduction to Deep Reinforcement Learning
by Vincent Francois-Lavet et al

11-28-2018

Experience Replay for Continual Learning
by David Rolnick et al

11-30-2018

LEARN Codes: Inventing Low-latency Codes via Recurrent Neural Networks
by Yihan Jiang et al

11-28-2018

Partial Evaluation of Logic Programs in Vector Spaces
by Chiaki Sakama et al

11-30-2018

Systematic Generalization: What Is Required and Can It Be Learned?
by Dzmitry Bahdanau et al

11-29-2018

Game Tree Search in a Robust Multistage Optimization Framework: Exploiting Pruning Mechanisms
by Michael Hartisch et al

11-29-2018

ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness
by Robert Geirhos et al

11-30-2018

Automated Tactical Decision Planning Model with Strategic Values Guidance for Local Action-Value-Ambiguity
by Daniel Muller et al

11-29-2018

Challenging Common Assumptions in the Unsupervised Learning of Disentangled Representations
by Francesco Locatello et al

11-29-2018

Touchdown: Natural Language Navigation and Spatial Reasoning in Visual Street Environments
by Howard Chen et al

11-29-2018

Unifying Decision-Making: a Review on Evolutionary Theories on Rationality and Cognitive Biases
by Catarina Moreira

11-29-2018

A rule-based system proposal to aid in the evaluation and decision-making in external beam radiation treatment planning
by R. C. Fernandes et al

11-29-2018

Improving Hospital Mortality Prediction with Medical Named Entities and Multimodal Learning
by Mengqi Jin et al

11-28-2018

Unsupervised Meta-Learning For Few-Shot Image and Video Classification
by Siavash Khodadadeh et al

11-28-2018

Unrepresentative video data: A review and evaluation
by Georgios Mastorakis

11-28-2018

Counting Complexity for Reasoning in Abstract Argumentation
by Johannes K. Fichte et al

11-30-2018

A Tutorial for Weighted Bipolar Argumentation with Continuous Dynamical Systems and the Java Library Attractor
by Nico Potyka

11-29-2018

How to Organize your Deep Reinforcement Learning Agents: The Importance of Communication Topology
by Dhaval Adjodah et al

11-29-2018

The Relevance of Bayesian Layer Positioning to Model Uncertainty in Deep Bayesian Active Learning
by Jiaming Zeng et al

11-29-2018

Perceiving Physical Equation by Observing Visual Scenarios
by Siyu Huang et al

11-29-2018

Scaling up Probabilistic Inference in Linear and Non-Linear Hybrid Domains by Leveraging Knowledge Compilation
by Anton Fuxjaeger et al

 
Craig Smith