How To Read Research Papers

Latent Distribution Assumption for Unbiased and Consistent Consensus Modelling. (arXiv:1906.08776v1 [cs.HC])
We study the problem of aggregation noisy labels. Usually, it is solved by proposing a stochastic model for the process...

When Multiple Agents Learn to Schedule: A Distributed Radio Resource Management Framework. (arXiv:1906.08792v1 [cs.LG])
Interference among concurrent transmissions in a wireless network is a key factor limiting the system performance. One way to alleviate...

Parameter-robust Multiphysics Algorithms for Biot Model with Application in Brain Edema Simulation. (arXiv:1906.08802v1 [math.NA])
In this paper, we develop two parameter-robust numerical algorithms for Biot model and applied the algorithms in brain edema simulations....

Derivation of the Variational Bayes Equations. (arXiv:1906.08804v1 [cs.NE])
The derivation of key equations for the variational Bayes approach is well-known in certain circles. However, translating the fundamental derivations...

Finding Needles in a Moving Haystack: Prioritizing Alerts with Adversarial Reinforcement Learning. (arXiv:1906.08805v1 [cs.CR])
Detection of malicious behavior is a fundamental problem in security. One of the major challenges in using detection systems in...

A Deep Reinforcement Learning Approach for Global Routing. (arXiv:1906.08809v1 [cs.LG])
Global routing has been a historically challenging problem in electronic circuit design, where the challenge is to connect a large...

A New Achievable Rate-Distortion Region for Distributed Source Coding. (arXiv:1906.08810v1 [cs.IT])
In this work, lossy distributed compression of pairs of correlated sources is considered. Conventionally, Shannon's random coding arguments --- using...

Performance Comparison Between OpenCV Built in CPU and GPU Functions on Image Processing Operations. (arXiv:1906.08819v1 [cs.DC])
Image Processing is a specialized area of Digital Signal Processing which contains various mathematical and algebraic operations such as matrix...

Cross-Subject Statistical Shift Estimation for Generalized Electroencephalography-based Mental Workload Assessment. (arXiv:1906.08823v1 [cs.LG])
Assessment of mental workload in real world conditions is key to ensure the performance of workers executing tasks which demand...

Horizon Visibility Graphs and Time Series Merge Trees are Dual. (arXiv:1906.08825v1 [physics.data-an])
In this paper we introduce the horizon visibility graph, a simple extension to the popular horizontal visibility graph representation of...

Automated crater shape retrieval using weakly-supervised deep learning. (arXiv:1906.08826v1 [astro-ph.EP])
Crater shape determination is a complex and time consuming task that so far has evaded automation. We train a state...

Data-driven prediction of a multi-scale Lorenz 96 chaotic system using a hierarchy of deep learning methods: Reservoir computing, ANN, and RNN-LSTM. (arXiv:1906.08829v1 [cs.LG])
In this paper, the performance of three deep learning methods for predicting short-term evolution and reproducing the long-term statistics of...

Deep Learning in the Automotive Industry: Recent Advances and Application Examples. (arXiv:1906.08834v1 [cs.LG])
One of the most exciting technology breakthroughs in the last few years has been the rise of deep learning. State-of-the-art...

An Extensible Framework for Quantifying the Coverage of Defenses Against Untrusted Foundries. (arXiv:1906.08836v1 [cs.CR])
The transistors used to construct Integrated Circuits (ICs) continue to shrink. While this shrinkage improves performance and density, it also...

Autonomous Navigation of MAVs in Unknown Cluttered Environments. (arXiv:1906.08839v1 [cs.RO])
This paper presents an autonomous navigation framework for reaching a goal in unknown 3D cluttered environments. The framework consists of...

Defensive Routing: a Preventive Layout-Level Defense Against Untrusted Foundries. (arXiv:1906.08842v1 [cs.CR])
Since the inception of the integrated circuit (IC), the size of the transistors used to construct them continually shrink. While...

Service Network Design Problem with Capacity-Demand Balancing. (arXiv:1906.08844v1 [math.OC])
This paper addresses developing cost-effective strategies to respond to excessive demand in the service network design problem in a multi-period...

A Signal Subspace Rotation Method for Localization of Multiple Wideband Sound Sources. (arXiv:1906.08847v1 [eess.AS])
In this paper, the problem of extending narrowband multichannel sound source localization algorithms to the wideband case is addressed. The...

Improved Planetary Rover Inertial Navigation and Wheel Odometry Performance through Periodic Use of Zero-Type Constraints. (arXiv:1906.08849v1 [cs.RO])
We present an approach to enhance wheeled planetary rover dead-reckoning localization performance by leveraging the use of zero-type constraint equations...

A Seft-adaptive Multicellular GEP Algorithm Based On Fuzzy Control For Function Optimization. (arXiv:1906.08851v1 [cs.NE])
To improve the global optimization ability of traditional GEP algorithm, a Multicellular gene expression programming algorithm based on fuzzy control...


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