
Optimizing Wireless Systems Using Unsupervised and ReinforcedUnsupervised Deep Learning
Resource allocation and transceivers in wireless networks are usually de...
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Multiple Attentional Pyramid Networks for Chinese Herbal Recognition
Chinese herbs play a critical role in Traditional Chinese Medicine. Due ...
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Sparse Generalized Canonical Correlation Analysis: Distributed Alternating Iteration based Approach
Sparse canonical correlation analysis (CCA) is a useful statistical tool...
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Deep Set Prediction Networks
We study the problem of predicting a set from a feature vector with a de...
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Accelerating Deep Reinforcement Learning With the Aid of a Partial Model: PowerEfficient Predictive Video Streaming
Predictive power allocation is conceived for powerefficient video strea...
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Methods for finding leaderfollower equilibria with multiple followers
The concept of leaderfollower (or Stackelberg) equilibrium plays a cen...
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Fault Tolerance in Distributed Neural Computing
With the increasing complexity of computing systems, complete hardware r...
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Parameter Estimation in Computational Biology by Approximate Bayesian Computation coupled with Sensitivity Analysis
We address the problem of parameter estimation in models of systems biol...
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A hybrid artificial immune system and Self Organising Map for network intrusion detection
Network intrusion detection is the problem of detecting unauthorised use...
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Efficient Task Collaboration with Execution Uncertainty
We study a general task allocation problem, involving multiple agents th...
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Fitting a Simplicial Complex using a Variation of kmeans
We give a simple and effective two stage algorithm for approximating a p...
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Hybrid Metaheuristics for the Clustered Vehicle Routing Problem
The Clustered Vehicle Routing Problem (CluVRP) is a variant of the Capac...
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RegretBased MultiAgent Coordination with Uncertain Task Rewards
Many multiagent coordination problems can be represented as DCOPs. Moti...
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New Results on Equilibria in Strategic Candidacy
We consider a voting setting where candidates have preferences about the...
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Possible and Necessary Winner Problem in Social Polls
Social networks are increasingly being used to conduct polls. We introdu...
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(Non) asymptotic properties of Stochastic Gradient Langevin Dynamics
Applying standard Markov chain Monte Carlo (MCMC) algorithms to large da...
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Convex Optimization Learning of Faithful Euclidean Distance Representations in Nonlinear Dimensionality Reduction
Classical multidimensional scaling only works well when the noisy distan...
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A Person ReIdentification System For Mobile Devices
Person reidentification is a critical security task for recognizing a p...
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Functional Bandits
We introduce the functional bandit problem, where the objective is to fi...
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Knapsack based Optimal Policies for BudgetLimited MultiArmed Bandits
In budgetlimited multiarmed bandit (MAB) problems, the learner's actio...
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Neural Wikipedian: Generating Textual Summaries from Knowledge Base Triples
Most people do not interact with Semantic Web data directly. Unless they...
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Crowdsourcing for Beyond Polarity Sentiment Analysis A Pure Emotion Lexicon
Sentiment analysis aims to uncover emotions conveyed through information...
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Analysing Temporal Evolution of Interlingual Wikipedia Article Pairs
Wikipedia articles representing an entity or a topic in different langua...
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The Anatomy of a Search and Mining System for Digital Archives
Samtla (Search And Mining Tools with Linguistic Analysis) is a digital h...
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Robust toll pricing: A novel approach
We study a robust toll pricing problem where toll setters and users have...
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Averagecase Approximation Ratio of Scheduling without Payments
Apart from the principles and methodologies inherited from Economics and...
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A control mechanism for intramural periarterial drainage via astrocytes: How neuronal activity could improve waste clearance from the brain
The mechanisms behind waste clearance from deep within the parenchyma of...
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Solving Hard Stable Matching Problems Involving Groups of Similar Agents
Many important stable matching problems are known to be NPhard, even wh...
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CounterexampleGuided kInduction Verification for Fast Bug Detection
Recently, the kinduction algorithm has proven to be a successful approa...
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Adaptive Coding and Modulation for LargeScale Antenna Array Based Aeronautical Communications in the Presence of Cochannel Interference
In order to meet the demands of `Internet above the clouds', we propose ...
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Analyzing Web Archives Through Topic and Event Focused Subcollections
Web archives capture the history of the Web and are therefore an importa...
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Decentralized BaseGraph Routing for the Quantum Internet
Quantum repeater networks are a fundamental of any future quantum Intern...
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A Survey on Quantum Channel Capacities
Quantum information processing exploits the quantum nature of informatio...
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PRESTO: Probabilistic Cardinality Estimation for RDF Queries Based on Subgraph Overlapping
In query optimisation accurate cardinality estimation is essential for f...
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Multiple Antenna Assisted NonOrthogonal Multiple Access
Nonorthogonal multiple access (NOMA) is potentially capable of circumve...
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On the Preliminary Investigation of Selfish Mining Strategy with Multiple Selfish Miners
Eyal and Sirer's selfish mining strategy has demonstrated that Bitcoin s...
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Learning to Count Objects in Natural Images for Visual Question Answering
Visual Question Answering (VQA) models have struggled with counting obje...
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A QuantumSearchAided Dynamic Programming Framework for Pareto Optimal Routing in Wireless Multihop Networks
Wireless Multihop Networks (WMHNs) have to strike a tradeoff among dive...
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Artificial Noise Aided Secure Cognitive Beamforming for Cooperative MISONOMA Using SWIPT
Cognitive radio (CR) and nonorthogonal multiple access (NOMA) have been...
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A graphtheoretic framework for algorithmic design of experiments
In this paper, we demonstrate that considering experiments in a graphth...
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A Poisson Model for Entanglement Optimization in the Quantum Internet
A Poisson model for entanglement optimization in quantum repeater networ...
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Quantum Circuit Designs for GateModel Quantum Computer Architectures
The power of quantum computers makes it possible to solve difficult prob...
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Secure SWIPT for Directional Modulation Aided AF Relaying Networks
Secure wireless information and power transfer based on directional modu...
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Bayesian design of experiments for intractable likelihood models using coupled auxiliary models and multivariate emulation
A Bayesian design is given by maximising the expected utility over the d...
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Learning to Generate Wikipedia Summaries for Underserved Languages from Wikidata
While Wikipedia exists in 287 languages, its content is unevenly distrib...
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Quantumaided MultiObjective Routing Optimization Using BackTracingAided Dynamic Programming
Pareto optimality is capable of striking the optimal tradeoff amongst t...
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Mater certa est, pater numquam: What can Facebook Advertising Data Tell Us about Male Fertility Rates?
In many developing countries, timely and accurate information about birt...
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Designing the Game to Play: Optimizing Payoff Structure in Security Games
Effective gametheoretic modeling of defenderattacker behavior is becom...
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Incremental Database Design using UMLB and EventB
Correct operation of many critical systems is dependent on the data cons...
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Preference Elicitation and Robust Optimization with MultiAttribute QuasiConcave Choice Functions
Decision maker's preferences are often captured by some choice functions...
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University of Southampton
Study at the University of Southampton, ranked among the top 1% of universities worldwide. A researchled founding member of the prestigious Russell Group.