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08/24/2023
kTrans: Knowledge-Aware Transformer for Binary Code Embedding
Binary Code Embedding (BCE) has important applications in various revers...
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04/05/2023
Quantifying the Roles of Visual, Linguistic, and Visual-Linguistic Complexity in Verb Acquisition
Children typically learn the meanings of nouns earlier than the meanings...
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03/10/2023
Deflated HeteroPCA: Overcoming the curse of ill-conditioning in heteroskedastic PCA
This paper is concerned with estimating the column subspace of a low-ran...
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01/25/2023
Energy-Delay Tradeoff in Helper-Assisted NOMA-MEC Systems: A Four-Sided Matching Algorithm
This paper designs a helper-assisted resource allocation strategy in non...
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12/29/2020
Inference for Low-rank Tensors – No Need to Debias
In this paper, we consider the statistical inference for several low-ran...
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10/06/2020
Optimal High-order Tensor SVD via Tensor-Train Orthogonal Iteration
This paper studies a general framework for high-order tensor SVD. We pro...
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11/06/2019
MLPerf Inference Benchmark
Machine-learning (ML) hardware and software system demand is burgeoning....
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10/30/2019
Optimal Analysis of Subset-Selection Based L_p Low Rank Approximation
We study the low rank approximation problem of any given matrix A over R...
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09/21/2019
Sparse Group Lasso: Optimal Sample Complexity, Convergence Rate, and Statistical Inference
In this paper, we study sparse group Lasso for high-dimensional double s...
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08/22/2019
Coalesced TLB to Exploit Diverse Contiguity of Memory Mapping
The miss rate of TLB is crucial to the performance of address translatio...
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11/28/2018
High-dimensional Log-Error-in-Variable Regression with Applications to Microbial Compositional Data Analysis
In microbiome and genomic study, the regression of compositional data ha...
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10/21/2018
On the Non-asymptotic and Sharp Lower Tail Bounds of Random Variables
The non-asymptotic tail bounds of random variables play crucial roles in...
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10/21/2018
A Non-asymptotic, Sharp, and User-friendly Reverse Chernoff-Cramèr Bound
The Chernoff-Cramèr bound is a widely used technique to analyze the uppe...
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11/11/2017