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AI for Global Goals
Приєднався 5 сер 2021
This is the official UA-cam channel for AI for Global Goals
Website: www.globalgoals.ai
LinkedIn: www.linkedin.com/company/ai-for-global-goals
Twitter: GlobalGoalsAI
CLOSING THE AI SKILLS GAP TO ACHIEVE THE GLOBAL GOALS
Our mission is to connect AI talents to industries and causes that are aligned with the “Global Goals”. We believe that more democratic development in AI is crucial for fulfilling “the pledge to leave no one behind”, which lies at the core of the UN’s Sustainable Development Goals.
Website: www.globalgoals.ai
LinkedIn: www.linkedin.com/company/ai-for-global-goals
Twitter: GlobalGoalsAI
CLOSING THE AI SKILLS GAP TO ACHIEVE THE GLOBAL GOALS
Our mission is to connect AI talents to industries and causes that are aligned with the “Global Goals”. We believe that more democratic development in AI is crucial for fulfilling “the pledge to leave no one behind”, which lies at the core of the UN’s Sustainable Development Goals.
OxML 2024 MLx Health and Bio
Take a look back at the incredible OxML 2024 MLx Health journey, where our diverse participants came together to explore cutting-edge AI for health and bioinformatics. 🌍💡
From transformative lectures by world-class speakers to interactive Q&A sessions and networking with a global community, OxML offers an unparalleled experience for students, researchers, engineers, and product innovators.
📅 Don’t miss out-join us for OxML 2025 and be part of the next wave of ML pioneers! Registration is open! Visit www.oxfordml.school.
OxML is organised by AI for Global Goals in collaboration with CIFAR and University of Oxford Deep Medicine
Chairs: Mona Alinejad, D.Phil. (Oxon), Reza Khorshidi, D.Phil. (Oxon), Yali Du, Karo Moilanen
2024 Speakers: Alison Noble, Philip Torr, Mihaela van der Schaar, Tanzeem Choudhury, Christian Rupprecht, Patrick Schwab, Maria Liakata, Rahul G. Krishnan,Lauren Wilcox, Julius von Kügelgen, Vincent Moens, Ryutaro Tanno, Shishir Rao, Jun Cheng
#OxML2024 #OxML2025 #HealthAI #Bioinformatics #machinelearning #generativeai #aicommunity
From transformative lectures by world-class speakers to interactive Q&A sessions and networking with a global community, OxML offers an unparalleled experience for students, researchers, engineers, and product innovators.
📅 Don’t miss out-join us for OxML 2025 and be part of the next wave of ML pioneers! Registration is open! Visit www.oxfordml.school.
OxML is organised by AI for Global Goals in collaboration with CIFAR and University of Oxford Deep Medicine
Chairs: Mona Alinejad, D.Phil. (Oxon), Reza Khorshidi, D.Phil. (Oxon), Yali Du, Karo Moilanen
2024 Speakers: Alison Noble, Philip Torr, Mihaela van der Schaar, Tanzeem Choudhury, Christian Rupprecht, Patrick Schwab, Maria Liakata, Rahul G. Krishnan,Lauren Wilcox, Julius von Kügelgen, Vincent Moens, Ryutaro Tanno, Shishir Rao, Jun Cheng
#OxML2024 #OxML2025 #HealthAI #Bioinformatics #machinelearning #generativeai #aicommunity
Переглядів: 16
Відео
Join us at OxML 2025!
Переглядів 60Місяць тому
Join us at OxML 2025! Step into the forefront of machine learning innovation with OxML, where collaboration drives discovery. Here’s a glimpse of OxML 2024, held from 6-14 July at the University of Oxford’s Mathematical Institute. The week was packed with advancements in MLx Health & Bio and MLx Representation Learning & Generative AI, highlighting the transformative potential of AI across indu...
🎥 Relive the Highlights of OxML 2024 - MLx Representation Learning & Generative AI!
Переглядів 34Місяць тому
From 11-14 July 2024 at the Oxford Mathematical Institute and online, OxML 2024 brought together world-class speakers, passionate participants, and cutting-edge topics in machine learning. A huge thank you to everyone who joined us and made this event unforgettable! 🚀 We’re already gearing up for OxML 2025 - and applications are now open! Don’t miss your chance to be part of the next big chapte...
MLx Fundamentals 2024 Recap
Переглядів 538 місяців тому
🎓✨ That’s a wrap on MLx Fundamentals! We’ve just concluded two action-packed weeks of deep diving into the essentials of machine learning and AI. From foundational topics like clustering and classification to cutting-edge discussions on generative AI and optimisation techniques, our participants gained insights directly from leaders in the field. A huge thank you to our speakers, teaching assis...
OxML Meet the Participants: Armita
Переглядів 1159 місяців тому
🎥 Meet Armita: Our First OxML Alumni Spotlight 🌟 In this premiere episode of our OxML Alumni Q&A Series, we sit down with Armita, who attended our machine learning summer school in 2022. Fresh from completing her PhD, Armita now thrives as a data consultant, applying her skills to real-world problems. Discover the impactful experiences and opportunities OxML provides to shape the future leaders...
Optimizing Market Making Models - Prof. Rahul Savani | OxML23
Переглядів 5610 місяців тому
Prof. Rahul Savani delves into the core of market making models, highlighting the role of stochastic control and reinforcement learning in achieving optimal solutions. By comparing theoretical models with reinforcement learning outcomes, Prof. Savani provides a unique perspective on policy and performance in financial markets. Whether you're a seasoned professional or new to financial technolog...
The Versatility of Large Language Models - Ed Grefenstette | OxML23
Переглядів 5110 місяців тому
In this enlightening talk, Prof. Ed Grefenstette of Google DeepMind delves into the incredible versatility of Large Language Models (LLMs) and their ability to revolutionize various applications with surprisingly minimal data. From ordering pizzas via conversational AI to enhancing business processes and beyond, discover how LLMs are not just transforming the way we interact with technology but...
Unraveling Model Uncertainty in Finance - Dr. Svetlana Bryzgalova | OxML23
Переглядів 4110 місяців тому
In this compelling presentation, Dr. Svetlana Bryzgalova delves into the intricate world of asset pricing models, revealing the profound uncertainty and mis-specification within model spaces. With an insightful analysis that spans from thousands to quadrillions of potential models, Prof. Bryzgalova introduces a revolutionary approach that combines factor selection with aggregation. This method ...
Sampling from Locally Normalized Distributions - Prof. Ryan Cotterell | OxML23
Переглядів 2410 місяців тому
Join Prof. Ryan Cotterell in a deep dive into the techniques of probabilistic sampling from language models. Understand the difference between true ARG max and greedy search, and discover how truncation sampling is shaping the future of language generation. #NaturalLanguageProcessing #StatisticalSampling #OxML23 #AI4GG
Limit Order Books & Market Making - Prof. Rahul Savani | OxML23
Переглядів 4711 місяців тому
Prof. Rahul Savani provides a comprehensive overview of limit order books and market-making strategies, illuminating the complex systems that underpin financial trading. Explore the simulation of market orders and the construction of risk-averse reward functions in this insightful lecture. #TradingAlgorithms #FinancialMarkets #OxML23 #AI4GG
Sparsity in Financial Modeling - Dr. Svetlana Bryzgalova
Переглядів 2911 місяців тому
Dr. Svetlana Bryzgalova explores the nuanced concept of sparsity in financial models, diving into Bayesian analysis and the significance of choosing the right matrix. Her insights provide clarity on the assumptions underpinning the validity of financial modeling methods. #Finance #BayesianStatistics #OxML23 #AI4GG
From Autocomplete to Instruction Execution | The Evolution of LLMs - Prof. Ed Grefenstette
Переглядів 1111 місяців тому
Prof. Ed Grefenstette presents a comprehensive look at how language models have transformed from simple text continuation to performing tasks based on instructions. This insightful session covers the nuances of reinforcement learning from human feedback and the pragmatic shift towards more intuitive AI interactions. #AILanguageModels #MachineLearning #ReinforcementLearning #OxML23 #ai4gg
CGANs & Limit Order Books - Prof. Rahul Savani
Переглядів 1811 місяців тому
In an engaging lecture, Prof. Rahul Savani discusses the innovative use of conditional generative adversarial networks (C-GANs) within limit order book simulators, pushing the boundaries of AI in finance. As we explore the creation of realistic trading environments, delve into the complexities and challenges faced when designing intelligent trading agents. #TradingSimulation #LimitOrderBooks #C...
Understanding Language Model Limitations - Prof. Ryan Cotterell
Переглядів 10611 місяців тому
In this insightful talk, Dr. Ryan Cotterell addresses the critical limitations of language models within the field of NLP. From issues of interpretability and truthfulness to the difficulties in controlling generated content, he sheds light on the complex nature of AI text generation. Discover the latest research advancements and the ongoing efforts to refine AI communication. #InterpretableAI ...
Oxford Machine Learning Summer School (OxML 2024)
Переглядів 38511 місяців тому
📣 Calling AI researchers and enthusiasts worldwide! Join us this July at the University of Oxford’s Mathematical Institute to celebrate the 5th anniversary of the Oxford Machine Learning Summer School. OxML 2024 offers in-depth exploration of crucial #ML and #DL topics, including Statistical ML, probabilistic ML, Reinforcement Learning, Computer Vision, NLP, GenerativeAI and more. Choose from c...
Transforming AI: The Rise of Neural Network Architectures - Prof. Ed Grefenstette
Переглядів 3511 місяців тому
Transforming AI: The Rise of Neural Network Architectures - Prof. Ed Grefenstette
Complexity and Factor Selection in Asset Modelling - Dr. Svetlana Bryzgalova
Переглядів 3111 місяців тому
Complexity and Factor Selection in Asset Modelling - Dr. Svetlana Bryzgalova
Conditional Generative Models in Market Simulations | Prof. Rahul Savani
Переглядів 50Рік тому
Conditional Generative Models in Market Simulations | Prof. Rahul Savani
The Evolution of Tech & The Impact of Large Language Models | Ed Grefenstette | Google DeepMind
Переглядів 31Рік тому
The Evolution of Tech & The Impact of Large Language Models | Ed Grefenstette | Google DeepMind
Crafting Realistic Market Simulations in RL with Prof. Rahul Savani
Переглядів 34Рік тому
Crafting Realistic Market Simulations in RL with Prof. Rahul Savani
The Limitations of Argmax in NLP with Prof. Ryan Cotterel
Переглядів 47Рік тому
The Limitations of Argmax in NLP with Prof. Ryan Cotterel
Enhancing Financial Models with Dr. Svetlana Bryzgalova
Переглядів 100Рік тому
Enhancing Financial Models with Dr. Svetlana Bryzgalova
Concious and Unconcious Reasoning | Prof. Yoshua Bengio
Переглядів 46Рік тому
Concious and Unconcious Reasoning | Prof. Yoshua Bengio
Decoding Language Models with Prof. Ryan Cotterell
Переглядів 57Рік тому
Decoding Language Models with Prof. Ryan Cotterell
Portfolio Construction for Advanced Financial Models with Prof Svetlana Bryzgalova
Переглядів 101Рік тому
Portfolio Construction for Advanced Financial Models with Prof Svetlana Bryzgalova
Mastering Prompt Engineering with Dr. Diyi Yang
Переглядів 77Рік тому
Mastering Prompt Engineering with Dr. Diyi Yang
Understanding Entropy in AI Language Generation | Prof Ryan Cotterell
Переглядів 49Рік тому
Understanding Entropy in AI Language Generation | Prof Ryan Cotterell
The Importance of Human-Centered AI with Dr. Diyi Yang
Переглядів 74Рік тому
The Importance of Human-Centered AI with Dr. Diyi Yang
Entropy in Language Modeling with Prof Ryan Cotterell
Переглядів 90Рік тому
Entropy in Language Modeling with Prof Ryan Cotterell