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Found 9 papers, 1 papers with code
Re-examining the Role of Schema Linking in Text-to-SQL
By providing a schema linking corpus based on the Spider text-to-SQL dataset, we systematically study the role of schema linking.
How to Inverting the Leverage Score Distribution?
Leverage score is a fundamental problem in machine learning and theoretical computer science.
Randomized Exploration in Cooperative Multi-Agent Reinforcement Learning
This is the first theoretical result for randomized exploration in cooperative MARL.
A Theoretical Insight into Attack and Defense of Gradient Leakage in Transformer
The Deep Leakage from Gradient (DLG) attack has emerged as a prevalent and highly effective method for extracting sensitive training data by inspecting exchanged gradients.
A Unified Scheme of ResNet and Softmax
The Hessian is shown to be positive semidefinite, and its structure is characterized as the sum of a low-rank matrix and a diagonal matrix.
A Fast Optimization View: Reformulating Single Layer Attention in LLM Based on Tensor and SVM Trick, and Solving It in Matrix Multiplication Time
$A_3$ is a matrix in $\mathbb{R}^{n \times d}$, $\mathsf{A}_{j_0} \in \mathbb{R}^{n \times d^2}$ is the $j_0$-th block of $\mathsf{A}$.
Fast and Efficient Matching Algorithm with Deadline Instances
But in \textsc{FastPostponedGreedy} algorithm, the status of each node is unknown at first.
Joint Prediction of Remaining Useful Life and Failure Type of Train Wheelsets: A Multi-task Learning Approach
RUL prediction is a regression task, whereas failure type is a classification task.
Matrix Fisher-Gaussian Distribution on $\mathrm{SO}(3)\times\mathbb{R}^n$ for Attitude Estimation with a Gyro Bias
In this paper, a new probability distribution, referred to as the matrix Fisher-Gaussian (MFG) distribution, is proposed on the nonlinear manifold $\mathrm{SO}(3)\times\mathbb{R}^n$.
Optimization and Control
