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quantum computing
The International Workshop on Quantum Data Science and Management (QDSM 2023)
Sep 1, 2023 8:00 AM — 4:00 PM
co-located with VLDB 2023 in Vancouver
Sven Groppe
,
Jiaheng Lu
,
Wolfgang Mauerer
,
Le Gruenwald
Quantum Machine Learning: Foundation, New Techniques, and Opportunities for Database Research
See tutorial’s website for more details. I will update the paper and more information when they are available.
Winker, Tobias
,
Groppe, Sven
,
Uotila, Valter
,
Zhengtong, Yan
,
Lu, Jiaheng
,
Franz, Maja
,
Mauerer, Wolfgang
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Code
Tutorial website
SIGMOD 2023 Tutorials
SQL Query Classification with A Quantum Natural Language Processing Approach
Abstract from BrainTalk’s website: This work proposes a quantum natural language processing-inspired approach for classifying SQL queries based on their execution times and cardinalities. Using parameterized quantum circuits and an iterative method for their optimization, we estimate query metrics by executing optimized circuits on a quantum computer or simulating them.
Apr 5, 2023 5:00 PM — 6:00 PM
Oslo and online
Valter Uotila
Video
Quantum Circuit Learning Method for SQL Cardinality, Cost and Time Estimation
Structured Query Language (SQL) is the most used relational database query language in the world. In modern applications, data volume, variety, and connectivity have increased. Querying data should not become a bottleneck in data-intensive applications.
Nov 14, 2022 8:00 AM — Nov 15, 2022 4:00 PM
Oslo
Valter Uotila
Synergy between Quantum Computers and Databases
A short paper that outlines my research connecting quantum computing, databases and category theory.
Valter Uotila
Cite
Studies on Solving Kakuro Puzzle with Grover's Algorithm
Introduction Classiq organized an interesting quantum coding competition in May and June 2022. The competition consisted of four problems: Kakuro, decomposing multi-control CNOT gate, Hamiltonian simulation and log-normal state preparation.
Valter Uotila
Jun 26, 2022
25 min read
Classiq coding competition
,
Constrained optimization
Studies on Multi-controlled CNOT Decompositions
This blog post discusses my studies on Classiq’s coding competition problem on decomposing multi-controlled CNOT gates. I represent three different solutions. The first solution does not use ancilla qubits, the second solution utilizes them, and the third applies quantum machine learning to simulate the circuit.
Valter Uotila
Jun 24, 2022
18 min read
Classiq coding competition
Research in Intersection of Quantum Computing And Databases
Welcome to my academic webpage! Since the biography in the beginning is good to keep short, I explain my academic interests and motivate my research deeper in this post. I started as a Ph.
Valter Uotila
Apr 18, 2022
3 min read
Introduction
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