Loading…
/ Past event
OxML 2023
Photo Gallery
2023 Program
MLx Fundamentals
May 8-10, 2023|online
MLx Cases
May 30 - June 30, 2023|online
MLx Finance & NLP
July 8-11, 2023|hybrid
MLx HEALTH
July 13-16, 2023|hybrid
MLx Fundamentals
Description
This module is designed to provide all participants with the necessary background, particularly for those who are new to the theory and fundamentals of modern ML.
Topics Included:
Fundamentals of statistical / probabilistic ML
Fundamentals of representation / deep learning
Optimization
Bayesian Optimization
Fundamentals of Mathematics
Reinforcement Learning
Speakers
MLx Cases
Description
The aim of ML x Cases track is to provide you with a training on real-world issues and processes related to ML development/implementation process. This will range from efficient and repeatable approaches to data collection, enrichment and cleaning, and labelling, to transfer learning use cases of pre-trained SOTA models and their fine-tuning to achieve good performance on a domain-specific task.
Topics Included:
efficient and repeatable approaches to data collection
enrichment and cleaning
labelling
transfer learning use cases of pre-trained SOTA models
fine-tuning
Speakers
MLx Finance & NLP
Description
This track explored the intersection of machine learning, natural language processing, and financial systems.
Topics Included:
Deep Learning in Finance
Factor Selection and Aggregation in Asset Pricing
Robust Natural Language Understanding
Quantum-Classical NLP
Quantitative trading strategies
Graph clustering and ranking in equity markets
Speakers
MLx HEALTH
Description
This track focused on the use of machine learning in healthcare and biomedical research.
Topics Included:
Approximate Inference and Causal Machine learning
Representation Learning
ML in Medical Imaging
ML, multi-omics and oncology
Language models for target prioritisation
Computer Vision
Multimodal
Speakers
2023 Program Committee
Mona Alinejad
General Chair
AI for Global Goals
Reza Khorshidi
Program Chair
Elandi
Haitham Bou Ammar
Area Chair
Huawei
Moez Draief
Area Chair
Mozilla AI
Kazem Rahimi
Area Chair
Uni of Oxford
Renyuan Xu
Area Chair
Uni of Southern California
Karo Moilanen
Area Chair
Moonsong Labs
2023 Sponsors & Partners
Ready for OxML 2027?
Join our next program and be part of the world's largest applied AI bootcamp
Explore 2027 Programmes