
SAT vs CSP: a commentary
In 2000, I published a relatively comprehensive study of mappings betwee...
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A Commentary on "Breaking Row and Column Symmetries in Matrix Models"
The CP 2002 paper entitled "Breaking Row and Column Symmetries in Matrix...
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Collective Embeddingbased Entity Alignment via Adaptive Features
Entity alignment (EA) identifies entities that refer to the same realwo...
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Deep Learning Based Unsupervised and Semisupervised Classification for Keratoconus
The transparent cornea is the window of the eye, facilitating the entry ...
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HaarPooling: Graph Pooling with Compressive Haar Basis
Deep Graph Neural Networks (GNNs) are instrumental in graph classificati...
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Facility Location Problem with Capacity Constraints: Algorithmic and Mechanism Design Perspectives
We consider the facility location problem in the onedimensional setting...
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Prototype Propagation Networks (PPN) for Weaklysupervised Fewshot Learning on Category Graph
A variety of machine learning applications expect to achieve rapid learn...
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The Ambiguous World of Emotion Representation
Artificial intelligence and machine learning systems have demonstrated h...
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A Pebble in the AI Race
Bhutan is sometimes described as pebble between two boulders", a small ...
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Boosting Resolution and Recovering Texture of microCT Images with Deep Learning
Digital Rock Imaging is constrained by detector hardware, and a tradeof...
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CosmoVAE: Variational Autoencoder for CMB Image Inpainting
Cosmic microwave background radiation (CMB) is critical to the understan...
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Realtime 3D object proposal generation and classification under limited processing resources
The task of detecting 3D objects is important to various robotic applica...
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Physical Accuracy of Deep Neural Networks for 2D and 3D MultiMineral Segmentation of Rock microCT Images
Segmentation of 3D microComputed Tomographic uCT) images of rock sample...
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Fullie and Wiselie: A DualStream Recurrent Convolutional Attention Model for Activity Recognition
Multimodal features play a key role in wearable sensor based Human Activ...
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Deceased Organ Matching in Australia
Despite efforts to increase the supply of organs from living donors, mos...
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Achieving Proportional Representation via Voting
Proportional representation (PR) is often discussed in voting settings a...
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An Epistemic Foundation for Authentication Logics (Extended Abstract)
While there have been many attempts, going back to BAN logic, to base re...
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BCNN: Branch Convolutional Neural Network for Hierarchical Classification
Convolutional Neural Network (CNN) image classifiers are traditionally d...
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MultiPerson Brain Activity Recognition via Comprehensive EEG Signal Analysis
An electroencephalography (EEG) based brain activity recognition is a fu...
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Converting Your Thoughts to Texts: Enabling Brain Typing via Deep Feature Learning of EEG Signals
An electroencephalography (EEG) based Brain Computer Interface (BCI) ena...
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Where to Focus: Deep Attentionbased Spatially Recurrent Bilinear Networks for FineGrained Visual Recognition
Finegrained visual recognition typically depends on modeling subtle dif...
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MultiView Spectral Clustering via Structured LowRank Matrix Factorization
Multiview data clustering attracts more attention than their single vie...
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A Reasoning System for a FirstOrder Logic of Limited Belief
Logics of limited belief aim at enabling computationally feasible reason...
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Finding Modes by Probabilistic Hypergraphs Shifting
In this paper, we develop a novel paradigm, namely hypergraph shift, to ...
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Beyond LowRank Representations: Orthogonal Clustering Basis Reconstruction with Optimized Graph Structure for Multiview Spectral Clustering
LowRank Representation (LRR) is arguably one of the most powerful parad...
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Sparse, guided feature connections in an Abstract Deep Network
We present a technique for developing a network of reused features, whe...
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Computational Complexity of Testing Proportional Justified Representation
We consider a committee voting setting in which each voter approves of a...
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Enhanced Estimation of Autoregressive Wind Power Prediction Model Using Constriction Factor Particle Swarm Optimization
Accurate forecasting is important for costeffective and efficient monit...
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Deep Adaptive Feature Embedding with Local Sample Distributions for Person Reidentification
Person reidentification (reid) aims to match pedestrians observed by d...
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Semiparametric Network Structure Discovery Models
We propose a network structure discovery model for continuous observatio...
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Geometry of Interest (GOI): SpatioTemporal Destination Extraction and Partitioning in GPS Trajectory Data
Nowadays large amounts of GPS trajectory data is being continuously coll...
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Backdoors into Heterogeneous Classes of SAT and CSP
In this paper we extend the classical notion of strong and weak backdoor...
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Iterative Views Agreement: An Iterative LowRank based Structured Optimization Method to MultiView Spectral Clustering
Multiview spectral clustering, which aims at yielding an agreement or c...
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Variational Autoencoders for Learning Latent Representations of Speech Emotion
Latent representation of data in unsupervised fashion is a very interest...
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Calculus of the exponent of KurdykaŁojasiewicz inequality and its applications to linear convergence of firstorder methods
In this paper, we study the KurdykaŁojasiewicz (KL) exponent, an import...
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Fair assignment of indivisible objects under ordinal preferences
We consider the discrete assignment problem in which agents express ordi...
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Three Generalizations of the FOCUS Constraint
The FOCUS constraint expresses the notion that solutions are concentrate...
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A MAP approach for ℓ_qnorm regularized sparse parameter estimation using the EM algorithm
In this paper, Bayesian parameter estimation through the consideration o...
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Coalitional Manipulation for Schulze's Rule
Schulze's rule is used in the elections of a large number of organizatio...
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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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DouglasRachford splitting for nonconvex optimization with application to nonconvex feasibility problems
We adapt the DouglasRachford (DR) splitting method to solve nonconvex f...
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Global convergence of splitting methods for nonconvex composite optimization
We consider the problem of minimizing the sum of a smooth function h wit...
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Eliminating the Weakest Link: Making Manipulation Intractable?
Successive elimination of candidates is often a route to making manipula...
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Compressive hyperspectral imaging via adaptive sampling and dictionary learning
In this paper, we propose a new sampling strategy for hyperspectral sign...
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Exploiting Subgraph Structure in MultiRobot Path Planning
Multirobot path planning is difficult due to the combinatorial explosio...
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ALPprolog  A New Logic Programming Method for Dynamic Domains
Logic programming is a powerful paradigm for programming autonomous agen...
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Manipulation of Nanson's and Baldwin's Rules
Nanson's and Baldwin's voting rules select a winner by successively elim...
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Complexity of and Algorithms for Borda Manipulation
We prove that it is NPhard for a coalition of two manipulators to compu...
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Propagating Conjunctions of AllDifferent Constraints
We study propagation algorithms for the conjunction of two AllDifferent ...
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Restricted Global Grammar Constraints
We investigate the global GRAMMAR constraint over restricted classes of ...
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UNSW
The University of New South Wales is an Australian public research university located in the Sydney suburb of Kensington.