5 citations · 8 across the 10 of their papers we have counts for
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quant-ph2023★ 5 cited
Quantum Algorithms for the Pathwise Lasso
Joao F. Doriguello, Debbie Lim, Chi Seng Pun +2
We present a novel quantum high-dimensional linear regression algorithm with an -penalty based on the classical LARS (Least Angle Regression) pathwise algorithm. Similarly…
cs.CL2023
Adapter Pruning using Tropical Characterization
Rishabh Bhardwaj, Tushar Vaidya, Soujanya Poria
Adapters are widely popular parameter-efficient transfer learning approaches in natural language processing that insert trainable modules in between layers of a pre-trained languag…
cs.CV2023
Abstract Visual Reasoning: An Algebraic Approach for Solving Raven's Progressive Matrices
Jingyi Xu, Tushar Vaidya, Yufei Wu +3
We introduce algebraic machine reasoning, a new reasoning framework that is well-suited for abstract reasoning. Effectively, algebraic machine reasoning reduces the difficult proce…