
ICSAssist: Intelligent Customer Inquiry Resolution Recommendation in Online Customer Service for Large ECommerce Businesses
Efficient and appropriate online customer service is essential to large ...
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Modeling the Field Value Variations and Field Interactions Simultaneously for Fraud Detection
With the explosive growth of ecommerce, online transaction fraud has be...
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A Onestep Approach to Covariate Shift Adaptation
A default assumption in many machine learning scenarios is that the trai...
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Revisiting Fewsample BERT Finetuning
We study the problem of fewsample finetuning of BERT contextual repres...
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Demystifying Orthogonal Monte Carlo and Beyond
Orthogonal Monte Carlo (OMC) is a very effective sampling algorithm impo...
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Stereo Endoscopic Image SuperResolution Using DisparityConstrained Parallel Attention
With the popularity of stereo cameras in computer assisted surgery techn...
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A Scaling Algorithm for Weighted fFactors in General Graphs
We study the maximum weight perfect ffactor problem on any general simp...
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Supporting OpenMP 5.0 Tasks in hpxMP – A study of an OpenMP implementation within Task Based Runtime Systems
OpenMP has been the de facto standard for single node parallelism for mo...
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Identifying Mislabeled Data using the Area Under the Margin Ranking
Not all data in a typical training set help with generalization; some sa...
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Scalable NAS with Factorizable Architectural Parameters
Neural architecture search (NAS) is an emerging topic in machine learnin...
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Mitigating Overfitting in Supervised Classification from Two Unlabeled Datasets: A Consistent Risk Correction Approach
From two unlabeled (U) datasets with different class priors, we can trai...
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QPyTorch: A LowPrecision Arithmetic Simulation Framework
Lowprecision training reduces computational cost and produces efficient...
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Fully Dynamic Maximal Independent Set in Expected PolyLog Update Time
In the fully dynamic maximal independent set (MIS) problem our goal is t...
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Analyzing and Supporting Adaptation of Online Code Examples
Developers often resort to online Q&A forums such as Stack Overflow (SO)...
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Fixedprice Diffusion Mechanism Design
We consider a fixedprice mechanism design setting where a seller sells ...
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SWALP : Stochastic Weight Averaging in LowPrecision Training
Low precision operations can provide scalability, memory savings, portab...
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BERTScore: Evaluating Text Generation with BERT
We propose BERTScore, an automatic evaluation metric for text generation...
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An Introduction to hpxMP  A Modern OpenMP Implementation Leveraging Asynchronous ManyTasking System
Asynchronous Manytask (AMT) runtime systems have gained increasing acce...
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Simplifying Graph Convolutional Networks
Graph Convolutional Networks (GCNs) and their variants have experienced ...
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Active Inductive Logic Programming for Code Search
Modern search techniques either cannot efficiently incorporate human fee...
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BadLink: Combining Graph and InformationTheoretical Features for Online Fraud Group Detection
Frauds severely hurt many kinds of Internet businesses. Groupbased frau...
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TCP Decoupling for Next Generation Communication System
In traditional networks, interfaces of network nodes are duplex. But, em...
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Stochastic Gradient Hamiltonian Monte Carlo with Variance Reduction for Bayesian Inference
Gradientbased Monte Carlo sampling algorithms, like Langevin dynamics a...
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Decoupled Spatial Neural Attention for Weakly Supervised Semantic Segmentation
Weakly supervised semantic segmentation receives much research attention...
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Nearlinear Time Algorithms for Approximate Minimum Degree Spanning Trees
Given a graph G = (V, E), n=V, m=E, we wish to compute a spanning tr...
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Exploring home robot capabilities by medium fidelity prototyping
In order for autonomous robots to be able to support people's wellbeing...
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Tianyi Zhang
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