2023-11-27 13:40 |
|
INVITED TALK: Topics in quantum topological data analysis
/ Dunjko, Vedran (speaker) (Leiden University)
Abstract:
Although still a relatively niche field in classical machine learning, topological data analysis has raised substantial interest from the perspective of quantum algorithms in the last few years.
In this talk we will introduce the topic of topological data analysis, and discuss the state-of-art of quantum algorithms for this problem, together with their promises and limitations, possible generalisations and connections to many-body physics..
2023 - 0:41:58.
QTI other events or meetings; Quantum Techniques in Machine Learning (QTML conference 2023)
External links: Talk details; Event details
In : Quantum Techniques in Machine Learning (QTML conference 2023)
|
Rekord szczegółowy - Podobne rekordy
|
2023-11-27 13:40 |
|
INVITED TALK: Accelerating Discovery in Particle Physics with AI
/ Ngadiuba, Jennifer (speaker) (FNAL)
The quest to understand the fundamental constituents of the universe is at the heart of particle physics. However, the complexity of particle interactions, the volume of data produced by experiments, and the intricacy of theoretical models present significant challenges to advancements in this field. [...]
2023 - 0:44:32.
QTI other events or meetings; Quantum Techniques in Machine Learning (QTML conference 2023)
External links: Talk details; Event details
In : Quantum Techniques in Machine Learning (QTML conference 2023)
|
Rekord szczegółowy - Podobne rekordy
|
2023-11-27 13:40 |
Rekord szczegółowy - Podobne rekordy
|
2023-11-27 13:40 |
Rekord szczegółowy - Podobne rekordy
|
2023-11-23 13:40 |
|
INVITED TALK: Better than classical? The subtle art of benchmarking quantum models
/ Killoran, Nathan (speaker) (Xanadu)
Abstract: There is no shortage of quantum machine learning papers observing that a particular quantum model "beats its classical counterparts on real-world datasets". However, the subtlety of choices made in benchmark experiments, the small scale of the models and data, as well as narratives influenced by the commercialisation of quantum technologies carry the danger of a strong positivity bias. [...]
2023 - 0:43:08.
QTI other events or meetings; Quantum Techniques in Machine Learning (QTML conference 2023)
External links: Talk details; Event details
In : Quantum Techniques in Machine Learning (QTML conference 2023)
|
Rekord szczegółowy - Podobne rekordy
|
2023-11-23 12:38 |
Rekord szczegółowy - Podobne rekordy
|
2023-11-23 12:38 |
Rekord szczegółowy - Podobne rekordy
|
2023-11-23 11:35 |
Rekord szczegółowy - Podobne rekordy
|
2023-11-23 11:35 |
Rekord szczegółowy - Podobne rekordy
|
2023-11-23 10:02 |
|
INVITED TALK:
/ Ares, Natalia (speaker) (University of Oxford)
2023 - 0:41:36.
QTI other events or meetings; Quantum Techniques in Machine Learning (QTML conference 2023)
External links: Talk details; Event details
In : Quantum Techniques in Machine Learning (QTML conference 2023)
|
Rekord szczegółowy - Podobne rekordy
|