Rajiv Krishnakumar
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View article: How quantum computing can enhance biomarker discovery
How quantum computing can enhance biomarker discovery Open
View article: Feedback Connections in Quantum Reservoir Computing with Mid-Circuit Measurements
Feedback Connections in Quantum Reservoir Computing with Mid-Circuit Measurements Open
Existing approaches to quantum reservoir computing can be broadly categorized into restart-based and continuous protocols. Restart-based methods require reinitializing the quantum circuit for each time step, while continuous protocols use …
View article: Extreme Learning Machines for Attention-based Multiple Instance Learning in Whole-Slide Image Classification
Extreme Learning Machines for Attention-based Multiple Instance Learning in Whole-Slide Image Classification Open
Whole-slide image classification represents a key challenge in computational pathology and medicine. Attention-based multiple instance learning (MIL) has emerged as an effective approach for this problem. However, the effect of attention m…
View article: Threats Posed by Quantum Computers to State-of-the-Art Encryption Schemes
Threats Posed by Quantum Computers to State-of-the-Art Encryption Schemes Open
View article: How quantum computing can enhance biomarker discovery
How quantum computing can enhance biomarker discovery Open
Biomarkers play a central role in medicine's gradual progress towards proactive, personalized precision diagnostics and interventions. However, finding biomarkers that provide very early indicators of a change in health status, for example…
View article: A Q# Implementation of a Quantum Lookup Table for Quantum Arithmetic Functions
A Q# Implementation of a Quantum Lookup Table for Quantum Arithmetic Functions Open
In this paper, we present Q# implementations for arbitrary single-variabled fixed-point arithmetic operations for a gate-based quantum computer based on lookup tables (LUTs). In general, this is an inefficent way of implementing a function…
View article: Quantum Rounding
Quantum Rounding Open
We introduce new rounding methods to improve the accuracy of finite precision quantum arithmetic. These quantum rounding methods are applicable when multiple samples are being taken from a quantum program. We show how to use multiple sampl…
View article: Quantum Rounding
Quantum Rounding Open
We introduce new rounding methods to improve the accuracy of finite precision
quantum arithmetic. These quantum rounding methods are applicable when multiple
samples are being taken from a quantum program. We show how to use multiple
sampl…
View article: Retrieval of cavity-generated atomic spin squeezing after free-space release
Retrieval of cavity-generated atomic spin squeezing after free-space release Open
We demonstrate that releasing atoms into free space from an optical lattice does not deteriorate cavity-generated spin squeezing for metrological purposes. In this work, an ensemble of 500000 spin-squeezed atoms in a high-finesse optical c…