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of 16 330
pro vyhledávání: '"Nadkarni A"'
We provide a brief review of the fundamentals of quantum computation and quantum error correction for the participants of the first Quantum Information Knowledge (QuIK) workshop at the 2024 IEEE International Symposium on Information Theory (ISIT 202
Externí odkaz:
http://arxiv.org/abs/2407.12737
Autor:
Bastankhah, Mahsa, Nadkarni, Viraj, Wang, Xuechao, Jin, Chi, Kulkarni, Sanjeev, Viswanath, Pramod
Decentralized finance (DeFi) borrowing and lending platforms are crucial to the decentralized economy, involving two main participants: lenders who provide assets for interest and borrowers who offer collateral exceeding their debt and pay interest.
Externí odkaz:
http://arxiv.org/abs/2407.10890
Automated Market Makers (AMMs) are essential in Decentralized Finance (DeFi) as they match liquidity supply with demand. They function through liquidity providers (LPs) who deposit assets into liquidity pools. However, the asset trading prices in the
Externí odkaz:
http://arxiv.org/abs/2406.13794
Transversal gates are logical gate operations on encoded quantum information that are efficient in gate count and depth, and are designed to minimize error propagation. Efficient encoding circuits for quantum codes that admit transversal gates are th
Externí odkaz:
http://arxiv.org/abs/2405.14549
We present AFEN (Audio Feature Ensemble Learning), a model that leverages Convolutional Neural Networks (CNN) and XGBoost in an ensemble learning fashion to perform state-of-the-art audio classification for a range of respiratory diseases. We use a m
Externí odkaz:
http://arxiv.org/abs/2405.05467
Autor:
Lenk, Kerstin, Denizot, Audrey, Genocchi, Barbara, Seppälä, Ippa, Taheri, Marsa, Nadkarni, Suhita
Publikováno v:
New Technologies for Glutamate Interactions: Neurons and Glia, edited by Maria Kukley, 2024, Springer Protocols
At tripartite synapses, astrocytes are in close contact with neurons and contribute to various functions, from synaptic transmission, maintenance of ion homeostasis and glutamate uptake to metabolism. However, disentangling the precise contribution o
Externí odkaz:
http://arxiv.org/abs/2404.13345
Autor:
Patra, Braja Gopal, Lepow, Lauren A., Kumar, Praneet Kasi Reddy Jagadeesh, Vekaria, Veer, Sharma, Mohit Manoj, Adekkanattu, Prakash, Fennessy, Brian, Hynes, Gavin, Landi, Isotta, Sanchez-Ruiz, Jorge A., Ryu, Euijung, Biernacka, Joanna M., Nadkarni, Girish N., Talati, Ardesheer, Weissman, Myrna, Olfson, Mark, Mann, J. John, Charney, Alexander W., Pathak, Jyotishman
Background: Social support (SS) and social isolation (SI) are social determinants of health (SDOH) associated with psychiatric outcomes. In electronic health records (EHRs), individual-level SS/SI is typically documented as narrative clinical notes r
Externí odkaz:
http://arxiv.org/abs/2403.17199
We assessed the trustworthiness of two self-supervision pretrained transformer models, Swin UNETR and SMIT, for fine-tuned lung (LC) tumor segmentation using 670 CT and MRI scans. We measured segmentation accuracy on two public 3D-CT datasets, robust
Externí odkaz:
http://arxiv.org/abs/2403.13113
Language model-based instruction-following systems have lately shown increasing performance on many benchmark tasks, demonstrating the capability of adapting to a broad variety of instructions. However, such systems are often not designed to be trans
Externí odkaz:
http://arxiv.org/abs/2403.12413
We consider a non stationary multi-armed bandit in which the population preferences are positively and negatively reinforced by the observed rewards. The objective of the algorithm is to shape the population preferences to maximize the fraction of th
Externí odkaz:
http://arxiv.org/abs/2403.00036