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20012025
most citedTSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting

274 citations

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8 papers · 1 filter

quant-ph2025

Polar Codes for Erasure and Unital Classical-Quantum Markovian Channels

Jaswanthi Mandalapu, Vikesh Siddhu, Krishna Jagannathan

We consider classical-quantum (cq-)channels with memory, and establish that Arıkan-constructed polar codes achieve the classical capacity for two key noise models, namely for (i) q…

quant-ph2024★ 2 cited

Mitigating exponential concentration in covariant quantum kernels for subspace and real-world data

Gabriele Agliardi, Giorgio Cortiana, Anton Dekusar +6

Fidelity quantum kernels have shown promise in classification tasks, particularly when a group structure in the data can be identified and exploited through a covariant feature map…

quant-ph2024★ 2 cited

Adaptive Channel Reshaping for Improved Entanglement Distillation

Dina Abdelhadi, Tomas Jochym-O'Connor, Vikesh Siddhu +1

Quantum communication and computation heavily rely on entanglement distillation protocols. There is a plethora of distillation protocols for Pauli channels and also for some non-Pa…

quant-ph2024★ 23 cited

Diagonalization of large many-body Hamiltonians on a quantum processor

Nobuyuki Yoshioka, Mirko Amico, William Kirby +16

The estimation of low energies of many-body systems is a cornerstone of computational quantum sciences. Variational quantum algorithms can be used to prepare ground states on pre-f…

quant-ph2023★ 2 cited

A Survey of Classical And Quantum Sequence Models

I-Chi Chen, Harshdeep Singh, V L Anukruti +2

Our primary objective is to conduct a brief survey of various classical and quantum neural net sequence models, which includes self-attention and recurrent neural networks, with a…

quant-ph2023★ 6 cited

An approach to solve the coarse-grained Protein folding problem in a Quantum Computer

Jaya Vasavi P, Soham Bopardikar, Avinash D +3

Protein folding, which dictates the protein structure from its amino acid sequence, is half a century old problem of biology. The function of the protein correlates with its struct…