2023-09-02
16:40 |
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Inference of ML models on Intel GPU with SYCL and Intel OneAPI using SOFIE
/ Panagou, Ioanna Maria (speaker)
TMVA provides a fast interference system that takes an ONNX model as input and produces compilation-ready standalone C++ scripts as output which can be compiled and executed on CPU architectures. The idea of this project is to extend this capability to generate from the TMVA SOFIE model representation code that can be run also on Intel GPU using both SYCL and Intel OneAPI libraries. [...]
2023 - 0:08:14.
CERN openlab Summer Student Programme 2023; CERN openlab Summer Student Lightning Talks (2/2)
External links: Talk details; Event details
In : CERN openlab Summer Student Lightning Talks (2/2)
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Registre complet - Registres semblants
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2023-08-29
16:52 |
Registre complet - Registres semblants
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2023-08-29
16:52 |
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Welcome
/ Marquina, Miguel (speaker) (CERN)
2023 - 0:03:05.
CERN openlab Summer Student Programme 2023; CERN openlab Summer Student Lightning Talks (2/2)
External links: Talk details; Event details
In : CERN openlab Summer Student Lightning Talks (2/2)
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Registre complet - Registres semblants
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2023-08-29
15:05 |
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Quantum-Powered Time Series Forecasting in Finance: Replication, Reliability, and Architectural Exploration
/ Spiro, Andrew Charles (speaker)
Machine learning has enabled computers to learn from data and improve their performance on tasks, revolutionizing various industries by automating processes, uncovering insights, and enhancing decision-making.
NISQ (Noisy Intermediate-Scale Quantum) refers to the current stage of quantum computing, characterized by quantum devices with a moderate number of qubits and significant noise. In the NISQ era, parametrized quantum circuits (PQC) are employed in machine learning as flexible quantum algorithms that can be executed on current noisy quantum devices. [...]
2023 - 0:10:55.
CERN openlab Summer Student Programme 2023; CERN openlab Summer Student Lightning Talks (2/2)
External links: Talk details; Event details
In : CERN openlab Summer Student Lightning Talks (2/2)
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Registre complet - Registres semblants
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2023-08-29
15:05 |
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Shelter tents mapping by machine learning and satellite imagery
/ Cheng, Hsiu-Chi (speaker)
In order to provide urgent and life-saving resources to forcibly displaced people, spontaneous measurement of the number is essential. Instead of directly measuring this number, a popular approach is to estimate the number of shelter tents by satellite imagery. [...]
2023 - 0:09:02.
CERN openlab Summer Student Programme 2023; CERN openlab Summer Student Lightning Talks (2/2)
External links: Talk details; Event details
In : CERN openlab Summer Student Lightning Talks (2/2)
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Registre complet - Registres semblants
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2023-08-28
16:03 |
Registre complet - Registres semblants
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2023-08-25
10:32 |
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2023-08-25
10:27 |
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ML for Fast Simulation
/ Memon, Zeeshan (speaker)
High-energy physics (HEP) experiments rely on Monte Carlo (MC) simulation to test hypotheses and understand data distributions. To meet the demand for fast and large-scale simulated samples, novel Fast Simulation techniques have emerged, including neural network models. [...]
2023 - 0:07:17.
CERN openlab Summer Student Programme 2023; CERN openlab Summer Student Lightning Talks (2/2)
External links: Talk details; Event details
In : CERN openlab Summer Student Lightning Talks (2/2)
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Registre complet - Registres semblants
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2023-08-25
10:27 |
Registre complet - Registres semblants
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2023-08-25
10:27 |
Registre complet - Registres semblants
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