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Found 4 papers, 0 papers with code
Incremental user embedding modeling for personalized text classification
Individual user profiles and interaction histories play a significant role in providing customized experiences in real-world applications such as chatbots, social media, retail, and education.
Random Quadratic Forms with Dependence: Applications to Restricted Isometry and Beyond
We also discuss stochastic process based forms of J-L, RIP, and sketching, to illustrate the generality of the results.
Hessian based analysis of SGD for Deep Nets: Dynamics and Generalization
(2) how can we characterize the stochastic optimization dynamics of SGD with fixed and adaptive step sizes and diagonal pre-conditioning based on the first and second moments of SGs?
High Dimensional Structured Superposition Models
High dimensional superposition models characterize observations using parameters which can be written as a sum of multiple component parameters, each with its own structure, e. g., sum of low rank and sparse matrices, sum of sparse and rotated sparse vectors, etc.
