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Aug 23, 2017
Computers and Society
Human-Computer Interaction

Persuasive Technology For Human Development: Review and Case Study

Technology is an extremely potent tool that can be leveraged for human development and social good. Owing to the great importance of environment and …
May 28, 2019
Computer Vision

Invertible generative models for inverse problems: mitigating repre…

Trained generative models have shown remarkable performance as priors for inverse problems in imaging. For example, Generative Adversarial Network pr…
Nov 02, 2017
Discrete Mathematics
Social and Information Networks

Scalable Approximation Algorithm for Network Immunization

The problem of identifying important players in a given network is of pivotal importance for viral marketing, public health management, network secur…
Aug 12, 2016
Computers and Society
Applications

Causal Discrimination Discovery Through Propensity Score Analysis

Social discrimination is considered illegal and unethical in the modern world. Such discrimination is often implicit in observed decisions' datasets,…
May 28, 2019
Computer Vision

Invertible generative models for inverse problems: mitigating repre…

Trained generative models have shown remarkable performance as priors for inverse problems in imaging. For example, Generative Adversarial Network pr…
Nov 05, 2018
Computer Vision

Unsupervised RGBD Video Object Segmentation Using GANs

Video object segmentation is a fundamental step in many advanced vision applications. Most existing algorithms are based on handcrafted features such…
Mar 13, 2019
Systems and Control

On the Trade-off Between Controllability and Robustness in Networks o…

In this paper, we study the relationship between two crucial properties in linear dynamical networks of diffusively coupled agents -- controllability…
Oct 07, 2018
Applied Physics
Optics

Fractional Fresnel coefficients for optical absorption in femtosecond…

The surface morphology of metal influences its optical absorptivity. Recent experiments have demonstrated that the femtosecond laser induced surface …
Mar 05, 2019
Digital Libraries

A Bibliometric Analysis of Publications in Computer Networking Resear…

This study uses the article content and metadata of four important computer networking periodicals-IEEE Communications Surveys and Tutorials (COMST),…
Apr 22, 2019
Computer Vision

Orientation Aware Object Detection with Application to Firearms

Automatic detection of firearms is important for enhancing security and safety of people, however, it is a challenging task owing to the wide variati…
Apr 26, 2019
Information Theory

Simultaneous Phase Retrieval and Blind Deconvolution via Convex Pro…

We consider the task of recovering two real or complex $m$-vectors from phaseless Fourier measurements of their circular convolution. Our method is a…
Feb 25, 2016
Networking and Internet Architecture

The main contribution of this paper is that we identify “resource pooling” as a general unifying principle underpinning a wide variety of wireless technologies. We advance the state of the art by demonstrating the generality of the concept of resour…

"Resource Pooling" for Wireless Networks: Solutions for the Developin…

We live in a world in which there is a great disparity between the lives of the rich and the poor. Technology offers great promise in bridging this g…
Jan 21, 2020
Machine Learning
Image and Video Processing

Secure and Robust Machine Learning for Healthcare: A Survey

Recent years have witnessed widespread adoption of machine learning (ML)/deep learning (DL) techniques due to their superior performance for a variet…
Jan 27, 2020
Machine Learning
Artificial Intelligence
Cryptography and Security

Challenges and Countermeasures for Adversarial Attacks on Deep Rein…

Deep Reinforcement Learning (DRL) has numerous applications in the real world thanks to its outstanding ability in quickly adapting to the surroundin…
Jul 25, 2017
Computer Vision

Emotional Filters: Automatic Image Transformation for Inducing Affect

Current image transformation and recoloring algorithms try to introduce artistic effects in the photographed images, based on user input of target im…
Sep 26, 2018
Cryptography and Security
Artificial Intelligence
Machine Learning

In this paper, we evaluated the feasibility of employing ML/DL techniques to realize CSON in security critical applications and their ability to defend against adversarial examples. We demonstrated that network data is highly susceptible to adversar…

Adversarial Attacks on Cognitive Self-Organizing Networks: The Challe…

Future communications and data networks are expected to be largely cognitive self-organizing networks (CSON). Such networks will have the essential p…
Feb 26, 2016
Networking and Internet Architecture

Taming Limits with Approximate Networking

Internet is the linchpin of modern society, which the various threads of modern life weave around. But being a part of the bigger energy-guzzling ind…
Sep 22, 2018
Optimization and Control
Information Theory

A convex program for bilinear inversion of sparse vectors

We consider the bilinear inverse problem of recovering two vectors, $\boldsymbol{x}\in\mathbb{R}^L$ and $\boldsymbol{w}\in\mathbb{R}^L$, from their e…
Jan 11, 2018
Information Theory

Enhancing Physical Layer Security in AF Relay Assisted Multi-Carrier …

In this paper, we study the physical layer security (PLS) problem in the dual hop orthogonal frequency division multiplexing (OFDM) based wireless co…
Jan 29, 2018
Software Engineering
Artificial Intelligence
Programming Languages

Search Based Code Generation for Machine Learning Programs

Machine Learning (ML) has revamped every domain of life as it provides powerful tools to build complex systems that learn and improve from experience…
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