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

274 citations

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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…

physics.ins-det2024★ 8 cited

CaloChallenge 2022: A Community Challenge for Fast Calorimeter Simulation

Claudius Krause, Michele Faucci Giannelli, Gregor Kasieczka +66

We present the results of the "Fast Calorimeter Simulation Challenge 2022" - the CaloChallenge. We study state-of-the-art generative models on four calorimeter shower datasets of i…

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…

cs.LG2024★ 3 cited

An Automatic Prompt Generation System for Tabular Data Tasks

Ashlesha Akella, Abhijit Manatkar, Brij Chavda +1

Efficient processing of tabular data is important in various industries, especially when working with datasets containing a large number of columns. Large language models (LLMs) ha…