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Rough Path and Machine Learning Research Group

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Events

Our group organizes seminars, workshops and conferences. Information about past and upcoming events can be found here.

Featued Events: 

Advancements in Time Series Analysis for Computer Vision: Techniques, Applications, and Challenges

Date & Time: Aug 20th, 2024

Venue: Gordon Street 25 (fifth floor), Lecture Theatre, Maths 500, UCL. 

Discription: Time series analysis plays a crucial role in various computer vision applications, including but not limited to action recognition, video surveillance, human behavior understanding, medical image analysis, SLAM and video generation. Analysing temporal data in different computer vision applications requires specialised techniques that can capture temporal dependencies, motion dynamics, and spatiotemporal patterns effectively. This seminar will provide an overview of recent advancements in time series analysis techniques tailored for computer vision tasks. It will cover a broad spectrum of advance methodologies along with their strengths and limitations in handling temporal data. Furthermore, the seminar will delve into applications of time series analysis in computer vision, showcasing real-world use cases and success stories across various domains. Attendees will  gain insights into how recent time series analysis techniques address challenges in various computer vision fields, engaging in discussions on potential solutions and future research directions. More details about this event can be seen here.

Event registration link: TBC

Archived Events:

Past and Archived events

AI and the Future of Optimization

Date: Apr 24th, 2024

Venue: Online

Link: https://www.windsmath.com/event-details-240424.html

AI for Science: Discovering Diverse Classes of Governing Equations in Medicine and Beyond

Date: Feb 26th, 2024

Venue: Online

Link: https://www.windsmath.com/event-details-240226.html

Advancing finance with synthetic time series generation

Date: Jan 24, 2024

Venue: Tyndall’s Parlour Room, London Institute for Mathematical Sciences

Link: https://lims.ac.uk/event/synthetic-data-in-finance/

ICAIF 2023 Regime-switching Financial Time-Series  Generation

Date: October 27 - November 24, 2023

Venue: Online

Link: https:// hackathon.deepintomlf.ai/competitions/24

Mathematics of transfer learning and transfer risk: from medical to financial data analysis

Date: May 31, 2023

Venue: Online

Link: https://windsmath-seminar.github.io/event-details-0531.html

Vietnam Spring School: machine learning and rough paths for sequential data analysis

Date: March 16, 2022

Venue:  Institute of Mathematics, Vietnam Academy of Science and Technology, Hanoi, Vietnam & Online

Link: http://math.ac.vn/conference/MLRPT2023/index.php?lang=vi

Banff workshop on New interfaces of stochastic analysis and rough paths 

Date: September 04 - 09, 2022

Venue: Banff International Research Station for Mathematical Innovation and Discovery (BIRS), Canada.

Link: https://www.birs.ca/events/2022/5-day-workshops/22w5116

RSS Applied Probability Section: Time series generation and anomaly detection in high dimensions

Date: March 16, 2022

Venue: Online 

Link: https://rss.org.uk/training-events/events/events-2022/rss-events/time-series-generation-and-anomaly-detection-in-hi/ 

UCL-PKU joint workshop on rough paths and machine learning

Date: June 15, 2021

Venue: Online 

Link: https://bicmr.pku.edu.cn/content/show/17-2517.html

RSS Applied Probability Section: Rough path theory in machine Learning

Date: August 26, 2020

Venue: Online

Link: https://rss.org.uk/training-events/events/events-2020/sections/rough-pat...

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General enquiries: 

Dr Hao Ni:
T: 020 7679 2000 
E: h.ni@ucl.ac.uk